A MAP algorithm to super-resolution image reconstruction. - Huanfeng Shen; Pingxiang Li; Liangpei Zhang 001; Yindi Zhao (ICIG, 2004)

Texture Feature Fusion for High Resolution Satellite Image Classification. - Yindi Zhao; Liangpei Zhang 001; Pingxiang Li (CGIV, 2005)

Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification. - Yindi Zhao; Liangpei Zhang 001; Pingxiang Li (AIAI, 2005)

Abundance estimation from hyperspectral image based on probabilistic outputs of multi-class support vector machines. - Pingxiang Li; Bo Wu 019; Liangpei Zhang 001 (IGARSS, 2005)

Nonlinear multispectral anisotropic diffusion filters for remote sensed images based on MDL and morphology. - Yi Wang 021; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2005)

Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm. - Yanfei Zhong; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2005)

Nonlinear Estimation of Hyperspectral Mixture Pixel Proportion Based on Kernel Orthogonal Subspace Projection. - Bo Wu 019; Liangpei Zhang 001; Pingxiang Li; Jinmu Zhang (ISNN (1), 2006)

A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery. - Liangpei Zhang 001; Xin Huang 002; Bo Huang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2006)

An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery. - Yanfei Zhong; Liangpei Zhang 001; Bo Huang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2006)

The active-passive remote sensing for aerosol optical depth retrieval. - Zhongmin Zhu; Wei Gong 004; Pingxiang Li; Liangpei Zhang 001; Qianqing Qin; Yingying Ma 001; Shalei Song; Jun Li 009; Mengyu Liu; Zhongyu Hao (IGARSS, 2007)

A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video. - Michael K. Ng 001; Huanfeng Shen; Edmund Y. Lam; Liangpei Zhang 001 (EURASIP J. Adv. Signal Process., 2007)

Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery. - Xin Huang 002; Liangpei Zhang 001; Pingxiang Li (IEEE Geosci. Remote. Sens. Lett., 2007)

An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas. - Xin Huang 002; Liangpei Zhang 001; Pingxiang Li (IEEE Geosci. Remote. Sens. Lett., 2007)

Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery. - Liangpei Zhang 001; Yanfei Zhong; Bo Huang 001; Jianya Gong; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2007)

Classification of High Spatial Resolution Imagery Using Improved Gaussian Markov Random-Field-Based Texture Features. - Yindi Zhao; Liangpei Zhang 001; Pingxiang Li; Bo Huang 001 (IEEE Trans. Geosci. Remote. Sens., 2007)

A Supervised Artificial Immune Classifier for Remote-Sensing Imagery. - Yanfei Zhong; Liangpei Zhang 001; Jianya Gong; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2007)

A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution. - Huanfeng Shen; Liangpei Zhang 001; Bo Huang 001; Pingxiang Li (IEEE Trans. Image Process., 2007)

Local Variance-Controlled Forward-and-Backward Diffusion for Image Enhancement and Noise Reduction. - Yi Wang 021; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Image Process., 2007)

Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China. - Jun Li 009; Wei Gong 004; Yingying Ma 001; Zhongmin Zhu; Pingxiang Li; Liangpei Zhang 001 (IGARSS (3), 2008)

Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China. - Yingying Ma 001; Wei Gong 004; Jun Li 009; Zhongmin Zhu; Liangpei Zhang 001; Pingxiang Li (IGARSS (3), 2008)

Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer. - Jinye Zhang; Wei Gong 004; Jun Li 009; Feiyue Mao; Rongliang Zeng; Zhenluan Hu; Liangpei Zhang 001; Pingxiang Li (IGARSS (3), 2008)

A new sub-pixel mapping algorithm based on a BP neural network with an observation model. - Liangpei Zhang 001; Ke Wu 004; Yanfei Zhong; Pingxiang Li (Neurocomputing, 2008)

An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery. - Xin Huang 002; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2008)

A Structured Sub-pixel Target Detector for Hyperspectral Imagery. - Yong Chen; Liangpei Zhang 001; Bo Du 001 (ICIG, 2009)

A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. - Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen; Pingxiang Li (ICIG, 2009)

Cloud Amount and Aerosol Characteristic Research in the Atmosphere over Hubei Province, China. - Yingying Ma 001; Wei Gong 004; Zhongmin Zhu; Liangpei Zhang 001; Pingxiang Li (IGARSS (3), 2009)

Spectral Ratio Lidar for Objects Detection. - Shalei Song; Pingxiang Li; Wei Gong 004; Liangpei Zhang 001; Bo Zhu 003; Lilei Lv; Daoxi Zhang (IGARSS (2), 2009)

A Narrow Band Combination Model to Determine Leaf Nitrogen and Water Content in Rice. - Shalei Song; Pingxiang Li; Wei Gong 004; Liangpei Zhang 001; Bo Zhu 003; Lilei Lv; Daoxi Zhang (IGARSS (4), 2009)

A Sub-pixel Mapping Algorithm based on Artificial Immune Systems for Remote Sensing Imagery. - Yanfei Zhong; Liangpei Zhang 001; Pingxiang Li; Huanfeng Shen (IGARSS (3), 2009)

Improving the quality of extracted endmembers. - Qian Du 001; Liangpei Zhang 001; Nareenart Raksuntorn (WHISPERS, 2009)

Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images. - Huanfeng Shen; Michael K. Ng 001; Pingxiang Li; Liangpei Zhang 001 (Comput. J., 2009)

Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery. - Xin Huang 002; Liangpei Zhang 001; Le Wang (IEEE Geosci. Remote. Sens. Lett., 2009)

A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images. - Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2009)

An advanced change detection method based on object-oriented classification of multi-band remote sensing image. - Lifei Wei; Pingxiang Li; Liangpei Zhang 001; Yanfei Zhong (Geoinformatics, 2010)

High-resolution hyper-spectral image classification with parts-based feature and morphology profile in urban area. - Yuancheng Huang; Liangpei Zhang 001; Pingxiang Li; Yanfei Zhong (Geo spatial Inf. Sci., 2010)

Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery. - Liangpei Zhang 001; Xin Huang 002 (Neurocomputing, 2010)

Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping. - Xin Huang 002; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2010)

A super-resolution reconstruction algorithm for surveillance images. - Liangpei Zhang 001; Hongyan Zhang 001; Huanfeng Shen; Pingxiang Li (Signal Process., 2010)

Hybrid Detectors Based on Selective Endmembers. - Liangpei Zhang 001; Bo Du 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2010)

Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve. - Qiangqiang Yuan; Liangpei Zhang 001; Huanfeng Shen; Pingxiang Li (IEEE Trans. Image Process., 2010)

Improved Design of GPRS Wireless Security System Based on AES. - Taolin Ma; XiaoLan Sun; Liangpei Zhang 001 (CSEE (1), 2011)

Unsupervised remote sensing image classification using an artificial DNA computing. - Hongzan Jiao; Yanfei Zhong; Liangpei Zhang 001; Pingxiang Li (ICNC, 2011)

Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery. - Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2011)

Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001 (IScIDE, 2011)

New Unsupervised change detection algorithm based on the MRF in remote sensing image. - Lifei Wei; Yanfei Zhong; Liangpei Zhang 001; Pingxiang Li (JURSE, 2011)

A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising. - Yi Wang 021; Ruiqing Niu; Liangpei Zhang 001; Ke Wu 004; Hichem Sahli (EURASIP J. Adv. Signal Process., 2011)

A Multifeature Tensor for Remote-Sensing Target Recognition. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002 (IEEE Geosci. Remote. Sens. Lett., 2011)

Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting. - Huanfeng Shen; Chao Zeng 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Random-Selection-Based Anomaly Detector for Hyperspectral Imagery. - Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2011)

A Hybrid Automatic Endmember Extraction Algorithm Based on a Local Window. - Huali Li; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2011)

Sharing geospatial provenance in a service-oriented environment. - Peng Yue; Yaxing Wei; Liping Di; Lianlian He; Jianya Gong; Liangpei Zhang 001 (Comput. Environ. Urban Syst., 2011)

A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. - Bo Du 001; Liangpei Zhang 001; Dacheng Tao; Nan Wang 016; Tao Chen 004 (ICCH, 2012)

Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. - Bin Luo 005; Sylvain Douté; Xavier Ceamanos; Jocelyn Chanussot; Liangpei Zhang 001 (IGARSS, 2012)

Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods. - Liangpei Zhang 001; Xiong Xu; Jie Li 022; Huanfeng Shen; Yanfei Zhong; Xin Huang 002 (IGARSS, 2012)

Non-local sparse spectral unmixing for remote sensing imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (WHISPERS, 2012)

Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model. - Jiayi Li 001; Hongyan Zhang 001; Yuancheng Huang; Liangpei Zhang 001 (WHISPERS, 2012)

An novel active learning strategy for hyperspectral image classification. - Qian Shi 001; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2012)

A local subspace based nonlinear target detector. - Ting Wang; Bo Du 001; Liangpei Zhang 001 (WHISPERS, 2012)

An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing. - Nan Wang 016; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2012)

Targeted change detection for stacked multi-temporal hyperspectral image. - Chen Wu 003; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2012)

An endmember extraction framework based on abundance constraint. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Liqun Liu (WHISPERS, 2012)

Hypspectral image denoising with a multi-view fusion strategy. - Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001; Xia Lan (WHISPERS, 2012)

Foreword. - Liangpei Zhang 001; Jenny Q. Du (WHISPERS, 2012)

A method for object identification in multispectral image based on tensor approach. - Lefei Zhang; Xin Huang 002; Bo Du 001; Liangpei Zhang 001 (WHISPERS, 2012)

Remotely sensed image retrieval based on region-level semantic mining. - Tingting Liu 007; Liangpei Zhang 001; Pingxiang Li; Hui Lin (EURASIP J. Image Video Process., 2012)

Recent advances in hyperspectral image processing. - Liangpei Zhang 001; Bo Du 001 (Geo spatial Inf. Sci., 2012)

A Practical Compressed Sensing-Based Pan-Sharpening Method. - Cheng Jiang 001; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2012)

A Blind Restoration Method for Remote Sensing Images. - Huanfeng Shen; Lijun Du; Liangpei Zhang 001; Wei Gong 004 (IEEE Geosci. Remote. Sens. Lett., 2012)

A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator. - Lei Shi 005; Pingxiang Li; Jie Yang 040; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2012)

A super-resolution reconstruction algorithm for hyperspectral images. - Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (Signal Process., 2012)

Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas. - Xin Huang 002; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model. - Qiangqiang Yuan; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Circuits Syst. Video Technol., 2012)

Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data. - Hongzan Jiao; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2012)

A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images. - Huifang Li 001; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2012)

Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model. - Qiangqiang Yuan; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2012)

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2012)

An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery. - Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2012)

Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images. - Liangpei Zhang 001; Huanfeng Shen; Wei Gong 004; Hongyan Zhang 001 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Remote Sensing Image Subpixel Mapping Based on Adaptive Differential Evolution. - Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

An Adaptive Non-local Means Filter Based on Region Homogeneity. - Xia Lan; Huanfeng Shen; Liangpei Zhang 001 (ICIG, 2013)

An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis. - Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (ICIG, 2013)

Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery. - Ailong Ma; Yanfei Zhong; Liangpei Zhang 001 (IDEAL, 2013)

Subspace clustering based on decision fusion strategy for hyperspectral imagery. - Hongzan Jiao; Yanfei Zhong; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2013)

Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model. - Jie Li 022; Chao Zeng 001; Qiangqiang Yuan; Liangpei Zhang 001; Huanfeng Shen (IGARSS, 2013)

A nonlinear regression classification algorithm with small sample set for hyperspectral image. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2013)

A perception-inspired building index for automatic built-up area detection in high-resolution satellite images. - Gang Liu 013; Gui-Song Xia; Xin Huang 002; Wen Yang 001; Liangpei Zhang 001 (IGARSS, 2013)

Spatial correlated information based batch mode active learning method for remote sensing image classification. - Qian Shi 001; Liangpei Zhang 001; Bo Du 001 (IGARSS, 2013)

Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery. - Bei Zhao; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2013)

Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis. - Bo Du 001; Nan Wang 016; Liangpei Zhang 001; Dacheng Tao (IScIDE, 2013)

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (IScIDE, 2013)

Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project. - Nengcheng Chen; Fangling Pu; Chuli Hu; Xiang Zhang 002; Wenying Du; Liangpei Zhang 001 (SMC, 2013)

Hypspectral image denoising via multidimensional nonlocal model. - Jie Li 022; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001; Wei Gong 004 (WHISPERS, 2013)

Endmember extraction analysis considering endmember variability. - Mingming Xu; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2013)

A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001; Hongyan Zhang 001; Ruyi Feng (WHISPERS, 2013)

A spatial filter based framework for target detection in hyperspectral imagery. - Yuxiang Zhang 001; Bo Du 001; Liangpei Zhang 001 (WHISPERS, 2013)

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Gui-Song Xia (WHISPERS, 2013)

Single image haze removal considering sensor blur and noise. - Xia Lan; Liangpei Zhang 001; Huanfeng Shen; Qiangqiang Yuan; Huifang Li 001 (EURASIP J. Adv. Signal Process., 2013)

Unsupervised transfer learning for target detection from hyperspectral images. - Bo Du 001; Liangpei Zhang 001; Dacheng Tao; Dengyi Zhang (Neurocomputing, 2013)

Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. - Bin Luo 005; Jocelyn Chanussot; Sylvain Douté; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2013)

Decision-Based Fusion for Pansharpening of Remote Sensing Images. - Bin Luo 005; Muhammad Murtaza Khan; Thibaut Bienvenu; Jocelyn Chanussot; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2013)

Supervised Graph Embedding for Polarimetric SAR Image Classification. - Lei Shi 005; Lefei Zhang; Jie Yang 040; Liangpei Zhang 001; Pingxiang Li (IEEE Geosci. Remote. Sens. Lett., 2013)

Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery. - Yuqi Tang; Xin Huang 002; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2013)

A Background Self-Learning Framework for Unstructured Target Detectors. - Ting Wang; Bo Du 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2013)

An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery. - Qian Zhang 003; Xin Huang 002; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2013)

Sub-pixel mapping based on artificial immune systems for remote sensing imagery. - Yanfei Zhong; Liangpei Zhang 001 (Pattern Recognit., 2013)

Indexing of Remote Sensing Images With Different Resolutions by Multiple Features. - Bin Luo 005; Shujing Jiang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing. - Nan Wang 016; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection. - Ting Wang; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A Subspace-Based Change Detection Method for Hyperspectral Images. - Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Automatic Fuzzy Clustering Based on Adaptive Multi-Objective Differential Evolution for Remote Sensing Imagery. - Yanfei Zhong; Shuai Zhang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery. - Xin Huang 002; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2013)

Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery. - Bin Luo 005; Chenghai Yang; Jocelyn Chanussot; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2013)

Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification. - Qian Shi 001; Liangpei Zhang 001; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2013)

GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation. - Ziheng Sun; Peng Yue; Lei Hu 001; Jianya Gong; Liangpei Zhang 001; Xianchang Lu (IEEE Trans. Geosci. Remote. Sens., 2013)

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. - Liangpei Zhang 001; Lefei Zhang; Dacheng Tao; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2013)

Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering. - Qiangqiang Yuan; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Image Process., 2013)

Remote sensing imagery clustering using an adaptive bi-objective memetic method. - Ailong Ma; Yanfei Zhong; Liangpei Zhang 001 (IEEE Congress on Evolutionary Computation, 2014)

Texture Analysis with Shape Co-occurrence Patterns. - Gang Liu 013; Gui-Song Xia; Wen Yang 001; Liangpei Zhang 001 (ICPR, 2014)

Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2014)

A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IGARSS, 2014)

Unsupervised feature coding on local patch manifold for satellite image scene classification. - Fan Hu; Gui-Song Xia; Zifeng Wang 007; Liangpei Zhang 001; Hong Sun (IGARSS, 2014)

Analysis model based recovery of remote sensing data. - Xinghua Li 002; Huanfeng Shen; Huifang Li 001; Liangpei Zhang 001 (IGARSS, 2014)

Background joint sparse representation for hyperspectral image subpixel anomaly detection. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2014)

A content based MAP retrieval system for land cover data. - Jun Liu 072; Bin Luo 005; Liangpei Zhang 001 (IGARSS, 2014)

Spatially adaptive nonlocal total variation for PolSAR despeckling. - Xiaoshuang Ma; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (IGARSS, 2014)

Spectral active clustering of remote sensing images. - Zifeng Wang 007; Gui-Song Xia; Caiming Xiong; Liangpei Zhang 001 (IGARSS, 2014)

Anisotropic diffusion on complex tensor fields for PolSAR image filtering. - Nan Xue 001; Gui-Song Xia; Liangpei Zhang 001 (IGARSS, 2014)

Remote sensing image super-resolution via regional spatially adaptive total variation model. - Qiangqiang Yuan; Li Yan 003; Jiancheng Li; Liangpei Zhang 001 (IGARSS, 2014)

Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery. - Qiqi Zhu; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2014)

An improved weight-calculation non-local sparse unmixing for hyperspectral imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (WHISPERS, 2014)

Support tensor machine with local pixel neighborhood for hyperspectral image classification. - Xian Guo; Xin Huang 002; Liangpei Zhang 001; Lefei Zhang (WHISPERS, 2014)

Slow feature analysis for hyperspectral change detection. - Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (WHISPERS, 2014)

A sub-pixel mapping method based on an attraction model for multiple shifted remotely sensed images. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001 (Neurocomputing, 2014)

Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery. - Xian Guo; Xin Huang 002; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective. - Xin Huang 002; Dawei Wen; Junfeng Xie; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression. - Xinghua Li 002; Huanfeng Shen; Liangpei Zhang 001; Hongyan Zhang 001; Qiangqiang Yuan (IEEE Geosci. Remote. Sens. Lett., 2014)

A Principal Component Based Haze Masking Method for Visible Images. - Huifang Li 001; Liangpei Zhang 001; Huanfeng Shen (IEEE Geosci. Remote. Sens. Lett., 2014)

Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

Regularization Framework for Target Detection in Hyperspectral Imagery. - Yuxiang Zhang 001; Bo Du 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

An Adaptive Differential Evolution Endmember Extraction Algorithm for Hyperspectral Remote Sensing Imagery. - Yanfei Zhong; Lin Zhao; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

Target detection based on a dynamic subspace. - Bo Du 001; Liangpei Zhang 001 (Pattern Recognit., 2014)

A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation. - Xin Huang 002; Xiaobo Liu; Liangpei Zhang 001 (Remote. Sens., 2014)

A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery. - Qikai Lu; Xin Huang 002; Liangpei Zhang 001 (Remote. Sens., 2014)

Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization. - Huanfeng Shen; Wennan Zhao; Qiangqiang Yuan; Liangpei Zhang 001 (Remote. Sens., 2014)

Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences. - Hongyan Zhang 001; Zeyu Yang; Liangpei Zhang 001; Huanfeng Shen (Remote. Sens., 2014)

A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images. - Xia Lan; Huanfeng Shen; Liangpei Zhang 001; Qiangqiang Yuan (Signal Process., 2014)

A locally adaptive L1-L2 norm for multi-frame super-resolution of images with mixed noise and outliers. - Linwei Yue; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (Signal Process., 2014)

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. - Hongyan Zhang 001; Jiayi Li 001; Yuancheng Huang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. - Xin Huang 002; Xuehua Guan; Jón Atli Benediktsson; Liangpei Zhang 001; Jun Li 009; Antonio Plaza; Mauro Dalla Mura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index. - Xin Huang 002; Liangpei Zhang 001; Tingting Zhu 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Robust Nonlinear Hyperspectral Anomaly Detection Approach. - Rui Zhao 003; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. - Min Guo; Hongyan Zhang 001; Jiayi Li 001; Liangpei Zhang 001; Huanfeng Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery. - Ting Hu 003; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images. - Cheng Jiang 001; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers. - Xiaoshuang Ma; Huanfeng Shen; Jie Yang 040; Liangpei Zhang 001; Pingxiang Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery. - Ting Wang; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods. - Mingming Xu; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data. - Lingli Zhao; Jie Yang 040; Pingxiang Li; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery. - Yanfei Zhong; Ruyi Feng; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Support Vector Conditional Random Fields Classifier With a Mahalanobis Distance Boundary Constraint for High Spatial Resolution Remote Sensing Imagery. - Yanfei Zhong; Xuemei Lin; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery. - Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model. - Qing Cheng 002; Huanfeng Shen; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2014)

A Discriminative Metric Learning Based Anomaly Detection Method. - Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study. - Xin Huang 002; Qikai Lu; Liangpei Zhang 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2014)

An Unsupervised Spectral Matching Classifier Based on Artificial DNA Computing for Hyperspectral Remote Sensing Imagery. - Hongzan Jiao; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning. - Xinghua Li 002; Huanfeng Shen; Liangpei Zhang 001; Hongyan Zhang 001; Qiangqiang Yuan; Gang Yang 006 (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. - Jiayi Li 001; Hongyan Zhang 001; Yuancheng Huang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images. - Huifang Li 001; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2014)

Robust Autodual Morphological Profiles for the Classification of High-Resolution Satellite Images. - Bin Luo 005; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. - Huanfeng Shen; Xinghua Li 002; Liangpei Zhang 001; Dacheng Tao; Chao Zeng 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Slow Feature Analysis for Change Detection in Multispectral Imagery. - Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification. - Bo Wu 019; Liangpei Zhang 001; Yindi Zhao (IEEE Trans. Geosci. Remote. Sens., 2014)

Adaptive Subpixel Mapping Based on a Multiagent System for Remote-Sensing Imagery. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Denoising With a Spatial-Spectral View Fusion Strategy. - Qiangqiang Yuan; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. - Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001; Huanfeng Shen; Qiangqiang Yuan (IEEE Trans. Geosci. Remote. Sens., 2014)

Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis. - Liangpei Zhang 001; Chen Wu 003; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Multiagent Object-Based Classifier for High Spatial Resolution Imagery. - Yanfei Zhong; Bei Zhao; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery. - Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Batch Mode Active Learning for Geographical Image Classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Wenbin Hu 001; Dacheng Tao; Liangpei Zhang 001 (APWeb, 2015)

The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification. - Xiaobing Han; Yanfei Zhong; Lifang He 001; Philip S. Yu; Liangpei Zhang 001 (BIH, 2015)

Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (ChinaSIP, 2015)

The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery. - Qiqi Zhu; Yanfei Zhong; Bei Zhao; Gui-Song Xia; Liangpei Zhang 001 (FSKD, 2015)

Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification. - Xiaobing Han; Yanfei Zhong; Bei Zhao; Liangpei Zhang 001 (ICNC, 2015)

Local decision maximum margin metric learning for hyperspectral target detection. - Yanni Dong; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (IGARSS, 2015)

A benchmark for scene classification of high spatial resolution remote sensing imagery. - Jingwen Hu 001; Tianbi Jiang; Xinyi Tong 003; Gui-Song Xia; Liangpei Zhang 001 (IGARSS, 2015)

Fast binary coding for satellite image scene classification. - Fan Hu; Zifeng Wang 007; Gui-Song Xia; Bin Luo 005; Liangpei Zhang 001 (IGARSS, 2015)

A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery. - Jingwen Hu 001; Gui-Song Xia; Fan Hu; Hong Sun; Liangpei Zhang 001 (IGARSS, 2015)

Adaptive endmember extraction based sparse nonnegative matrix factorization with spatial local information. - Huali Li; Shutao Li; Liangpei Zhang 001 (IGARSS, 2015)

Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2015)

Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery. - Ailong Ma; Yanfei Zhong; Bei Zhao; Hongzan Jiao; Liangpei Zhang 001 (IGARSS, 2015)

A unified framework for spatio-temporal-spectral fusion of remote sensing images. - Xiangchao Meng; Huanfeng Shen; Liangpei Zhang 001; Qiangqiang Yuan; Huifang Li 001 (IGARSS, 2015)

Finding edges of buildings via a junction process in high-resolution remotely sensed images. - Bowen Xu; Nan Xue 001; Gui-Song Xia; Liangpei Zhang 001 (IGARSS, 2015)

Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China. - Linwei Yue; Wei Yu; Huanfeng Shen; Liangpei Zhang 001; Yuanqing He (IGARSS, 2015)

SISTOR: A statistics-inspired sparsity target detector for hyperspectral images. - Yuxiang Zhang 001; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2015)

Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery. - Ji Zhao 006; Yanfei Zhong; Hong Shu; Liangpei Zhang 001 (IGARSS, 2015)

Snow depth retrieval based on a novel sea ice concentration algorithm from AMSR-E datasets. - Tingting Zhu 004; Fei Li 023; Yu Zhang 019; Shengkai Zhang; Weifeng Hao; Liangpei Zhang 001 (IGARSS, 2015)

Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data. - Liwen Huang; Huanfeng Shen; Penghai Wu; Liangpei Zhang 001; Chao Zeng 001 (JURSE, 2015)

Normalized cut segmentation with edge constraint for high resolution remote sensing imagery. - Rongrong Gao; Yanfei Zhong; Bei Zhao; Liangpei Zhang 001 (RAM/CIS, 2015)

Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method. - Xiangchao Meng; Huanfeng Shen; Huifang Li 001; Qiangqiang Yuan; Hongyan Zhang 001; Liangpei Zhang 001 (WHISPERS, 2015)

A sparse self-representation method for band selection in hyperspectral imagery classification. - Weiwei Sun 005; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2015)

Sub-pixel land-cover change detection based on pixel unmixing and EM algorithm. - Ke Wu 004; Yue Ma; Liangpei Zhang 001 (WHISPERS, 2015)

Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li; Xiong Xu (WHISPERS, 2015)

Non-local sub-pixel mapping for hyperspectral imagery. - Yanfei Zhong; Yunyun Wu; Ruyi Feng; Xiong Xu; Liangpei Zhang 001 (WHISPERS, 2015)

Fusion of multi-scale DEMs using a regularized super-resolution method. - Linwei Yue; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (Int. J. Geogr. Inf. Sci., 2015)

A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors. - Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (Int. J. Fuzzy Syst., 2015)

Hyperspectral anomaly change detection with slow feature analysis. - Chen Wu 003; Liangpei Zhang 001; Bo Du 001 (Neurocomputing, 2015)

Compression of hyperspectral remote sensing images by tensor approach. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (Neurocomputing, 2015)

基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image). - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (计算机科学, 2015)

Sub-Pixel Mapping Based on Conditional Random Fields for Hyperspectral Remote Sensing Imagery. - Ji Zhao 006; Yanfei Zhong; Yunyun Wu; Liangpei Zhang 001; Hong Shu (IEEE J. Sel. Top. Signal Process., 2015)

An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2015)

Reconstructing MODIS LST Based on Multitemporal Classification and Robust Regression. - Chao Zeng 001; Huanfeng Shen; Mingliang Zhong; Liangpei Zhang 001; Penghai Wu (IEEE Geosci. Remote. Sens. Lett., 2015)

Change Detection Based on Pulse-Coupled Neural Networks and the NMI Feature for High Spatial Resolution Remote Sensing Imagery. - Yanfei Zhong; Wenfeng Liu; Ji Zhao 006; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2015)

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. - Lefei Zhang; Qian Zhang 009; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (Pattern Recognit., 2015)

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery. - Fan Hu; Gui-Song Xia; Jingwen Hu 001; Liangpei Zhang 001 (Remote. Sens., 2015)

A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery. - Jingwen Hu 001; Gui-Song Xia; Fan Hu; Liangpei Zhang 001 (Remote. Sens., 2015)

Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas. - Xin Huang 002; Chunlei Weng; Qikai Lu; Tiantian Feng; Liangpei Zhang 001 (Remote. Sens., 2015)

Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge. - Gui-Song Xia; Zifeng Wang 007; Caiming Xiong; Liangpei Zhang 001 (Remote. Sens., 2015)

A hypothesis independent subpixel target detector for hyperspectral Images. - Bo Du 001; Yuxiang Zhang 001; Liangpei Zhang 001; Lefei Zhang (Signal Process., 2015)

Hyperspectral image recovery employing a multidimensional nonlocal total variation model. - Jie Li 022; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (Signal Process., 2015)

A sparse and discriminative tensor to vector projection for human gait feature representation. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Bo Du 001 (Signal Process., 2015)

Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. - Xin Huang 002; Mathieu Fauvel; Mauro Dalla Mura; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery. - Xin Huang 002; Cong Xie; Xing Fang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Target Detection Based on Random Forest Metric Learning. - Yanni Dong; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification. - Fan Hu; Gui-Song Xia; Zifeng Wang 007; Xin Huang 002; Liangpei Zhang 001; Hong Sun (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001; Li Ma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. - Xiaoshuang Ma; Huanfeng Shen; Liangpei Zhang 001; Jie Yang 040; Hongyan Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification. - Weiwei Sun 005; Liangpei Zhang 001; Bo Du 001; Weiyue Li; Yenming Mark Lai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information. - Mingming Xu; Liangpei Zhang 001; Bo Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection. - Yuxiang Zhang 001; Liangpei Zhang 001; Bo Du 001; Shugen Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Spaceborne Earth-Observing Optical Sensor Static Capability Index for Clustering. - Nengcheng Chen; Chenjie Xing; Xiang Zhang 002; Liangpei Zhang 001; Jianya Gong (IEEE Trans. Geosci. Remote. Sens., 2015)

Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery. - Xin Huang 002; Hui Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Multiple Feature Learning for Hyperspectral Image Classification. - Jun Li 009; Xin Huang 002; Paolo Gamba; José M. Bioucas-Dias; Liangpei Zhang 001; Jón Atli Benediktsson; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2015)

Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery. - Ailong Ma; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm. - Qian Shi 001; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing. - Nan Wang 016; Bo Du 001; Liangpei Zhang 001; Lifu Zhang (IEEE Trans. Geosci. Remote. Sens., 2015)

An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion. - Bo Wu 019; Bo Huang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data. - Gang Yang 006; Huanfeng Shen; Liangpei Zhang 001; Zongyi He; Xinghua Li 002 (IEEE Trans. Geosci. Remote. Sens., 2015)

A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images. - Yuxiang Zhang 001; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Saliency-Guided Unsupervised Feature Learning for Scene Classification. - Fan Zhang 006; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery. - Ji Zhao 006; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

An Adaptive Subpixel Mapping Method Based on MAP Model and Class Determination Strategy for Hyperspectral Remote Sensing Imagery. - Yanfei Zhong; Yunyun Wu; Xiong Xu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery. - Yanfei Zhong; Qiqi Zhu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification. - Qian Shi 001; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2015)

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Meng Fang; Dacheng Tao (ECCV (3), 2016)

Locally warping-based image stitching by imposing line constraints. - Tianzhu Xiang; Gui-Song Xia; Liangpei Zhang 001; NingNing Huang (ICPR, 2016)

Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization. - Hang Chen; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2016)

Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. - Ruyi Feng; Da He; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2016)

Complete dictionary online learning for sparse unmixing. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2016)

Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2016)

Mining the spatial distribution of visual words for scene classification. - Jingwen Hu 001; Menghan Li; Gui-Song Xia; Liangpei Zhang 001 (IGARSS, 2016)

Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery. - Jiayi Li 001; Xin Huang 002; Liangpei Zhang 001 (IGARSS, 2016)

Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features. - Zhiwei Li 002; Huanfeng Shen; Huifang Li 001; Liangpei Zhang 001 (IGARSS, 2016)

Mapping PM2.5 distribution in China by fusing station measurements and satellite observation. - Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2016)

A semantic scene model for multitemporal detection of Urban villages in mega city regions of China. - Hui Liu; Xin Huang 002; Liangpei Zhang 001 (IGARSS, 2016)

Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery. - Yanfei Liu; Yanfei Zhong; Feng Fei; Liangpei Zhang 001 (IGARSS, 2016)

Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (IGARSS, 2016)

Local spectral-spatial clustering for remote sensing imagery. - Ailong Ma; Yanfei Zhong; Hongzan Jiao; Liangpei Zhang 001 (IGARSS, 2016)

Active learning approach for remote sensing imagery classification using spatial information. - Qian Shi 001; Xin Huang 002; Jiayi Li 001; Liangpei Zhang 001 (IGARSS, 2016)

Pure endmember extraction using SSR for Hyperspectral imagery. - Weiwei Sun 005; Man Jiang; Liangpei Zhang 001 (IGARSS, 2016)

A universal remote sensing image quality improvement method with deep learning. - Yancong Wei; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2016)

Multi-object spatial relationship model for high spatial resolution scene classification. - Siqi Wu; Bei Zhao; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2016)

Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model. - Xiong Xu; Xiaohua Tong; Jie Li 022; Huan Xie; Yanfei Zhong; Liangpei Zhang 001; Dongmei Song (IGARSS, 2016)

Thermal anomaly detection based on saliency computation for district heating system. - Yao Xu; Xinyu Wang 003; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2016)

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Yuxiang Zhang 001 (IGARSS, 2016)

Squaring weighted low-rank subspace clustering for hyperspectral image band selection. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2016)

Fusion of multispectral and SAR images using sparse representation. - Hai Zhang; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2016)

BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect. - Rui Zhao 003; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2016)

Feature extraction framework in class space for hyperspectral image classification. - Ji Zhao 006; Yanfei Zhong; Rongrong Gao; Liangpei Zhang 001; Hong Shu (IGARSS, 2016)

Denoising auto-encoders toward robust unsupervised feature representation. - Wei Xiong 008; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (IJCNN, 2016)

Accurate object tracking by combining correlation filters and keypoints. - Xin Zhang; Zifeng Wang 007; Gui-Song Xia; Liangpei Zhang 001 (IJCNN, 2016)

Sparse tensor discriminative locality alignment for gait recognition. - Nengwen Zhao; Lefei Zhang; Bo Du 001; Liangpei Zhang 001; Dacheng Tao; Jane You (IJCNN, 2016)

Quality improvement of hyperspectral remote sensing images: A technical overview. - Huifang Li 001; Huanfeng Shen; Qiangqiang Yuan; Hongyan Zhang 001; Lefei Zhang; Liangpei Zhang 001 (WHISPERS, 2016)

Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification. - Weiwei Sun 005; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2016)

The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (WHISPERS, 2016)

Exploiting the low-rank property of hyperspectral imagery: A technical overview. - Hongyan Zhang 001; Wei He 003; Wenzhi Liao; Renbo Luo; Liangpei Zhang 001; Aleksandra Pizurica (WHISPERS, 2016)

GSEAD: Graphical score estimation for hyperspectral anomaly detection. - Rui Zhao 003; Bo Du 001; Liangpei Zhang 001 (WHISPERS, 2016)

A Spatial and Temporal Non-Local Filter Based Data Fusion. - Qing Cheng 002; Huiqing Liu; Huanfeng Shen; Penghai Wu; Liangpei Zhang 001 (CoRR, 2016)

Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery. - Zhiwei Li 002; Huanfeng Shen; Huifang Li 001; Gui-Song Xia; Paolo Gamba; Liangpei Zhang 001 (CoRR, 2016)

AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification. - Gui-Song Xia; Jingwen Hu 001; Fan Hu; Baoguang Shi; Xiang Bai; Yanfei Zhong; Liangpei Zhang 001 (CoRR, 2016)

Image stitching with perspective-preserving warping. - Tianzhu Xiang; Gui-Song Xia; Liangpei Zhang 001 (CoRR, 2016)

A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (Neurocomputing, 2016)

An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (Neurocomputing, 2016)

Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs. - Feng Yang 015; Gui-Song Xia; Gang Liu 013; Liangpei Zhang 001; Xin Huang 002 (Neurocomputing, 2016)

Hierarchical feature learning with dropout k-means for hyperspectral image classification. - Fan Zhang 006; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (Neurocomputing, 2016)

Deep Learning for Remote Sensing Image Understanding. - Liangpei Zhang 001; Gui-Song Xia; Tianfu Wu 001; Liang Lin; Xue-Cheng Tai (J. Sensors, 2016)

Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Wilfried Philips; Wenzhi Liao (IEEE Geosci. Remote. Sens. Lett., 2016)

Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity. - Jie Li 022; Qiangqiang Yuan; Huanfeng Shen; Xiangchao Meng; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images. - Qikai Lu; Xin Huang 002; Jun Li 009; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Hongzan Jiao; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination. - Lei Shi 005; Lefei Zhang; Lingli Zhao; Liangpei Zhang 001; Pingxiang Li; Dan Wu 003 (IEEE Geosci. Remote. Sens. Lett., 2016)

Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery. - Qiqi Zhu; Yanfei Zhong; Bei Zhao; Gui-Song Xia; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Yunyun Wu; Da He; Xiong Xu; Liangpei Zhang 001 (Remote. Sens., 2016)

Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory. - Da He; Yanfei Zhong; Ruyi Feng; Liangpei Zhang 001 (Remote. Sens., 2016)

Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF. - Rong Liu; Bo Du 001; Liangpei Zhang 001 (Remote. Sens., 2016)

Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery. - Ailong Ma; Yanfei Zhong; Liangpei Zhang 001 (Remote. Sens., 2016)

The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification. - Bei Zhao; Yanfei Zhong; Liangpei Zhang 001; Bo Huang 001 (Remote. Sens., 2016)

Pansharpening with a Guided Filter Based on Three-Layer Decomposition. - Xiangchao Meng; Jie Li 022; Huanfeng Shen; Liangpei Zhang 001; Hongyan Zhang 001 (Sensors, 2016)

A spectral-spatial based local summation anomaly detection method for hyperspectral images. - Bo Du 001; Rui Zhao 003; Liangpei Zhang 001; Lefei Zhang (Signal Process., 2016)

A scene change detection framework for multi-temporal very high resolution remote sensing images. - Chen Wu 003; Lefei Zhang; Liangpei Zhang 001 (Signal Process., 2016)

Image super-resolution: The techniques, applications, and future. - Linwei Yue; Huanfeng Shen; Jie Li 022; Qiangqiang Yuan; Hongyan Zhang 001; Liangpei Zhang 001 (Signal Process., 2016)

Generalized Differential Morphological Profiles for Remote Sensing Image Classification. - Xin Huang 002; Xiaopeng Han; Liangpei Zhang 001; Jianya Gong; Wenzhi Liao; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model. - Chang Han; Hongyan Zhang 001; Changxin Gao; Cheng Jiang 001; Nong Sang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images. - Xinghua Li 002; Huanfeng Shen; Huifang Li 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification. - Weiwei Sun 005; Liangpei Zhang 001; Lefei Zhang; Yenming Mark Lai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering. - Bei Zhao; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution. - Huanfeng Shen; Li Peng; Linwei Yue; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Cybern., 2016)

Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Xiong Xu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. - Xian Guo; Xin Huang 002; Lefei Zhang; Liangpei Zhang 001; Antonio J. Plaza; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2016)

Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation. - Jie Li 022; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. - Xinxin Liu 002; Xiliang Lu; Huanfeng Shen; Qiangqiang Yuan; Yuling Jiao; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals. - Xiaoshuang Ma; Huanfeng Shen; Xile Zhao; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. - Ailong Ma; Yanfei Zhong; Bei Zhao; Hongzan Jiao; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

An Integrated Framework for the Spatio-Temporal-Spectral Fusion of Remote Sensing Images. - Huanfeng Shen; Xiangchao Meng; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation. - Dawei Wen; Xin Huang 002; Liangpei Zhang 001; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model. - Gui-Song Xia; Gang Liu 013; Wen Yang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Scene Classification via a Gradient Boosting Random Convolutional Network Framework. - Fan Zhang 006; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection. - Yuxiang Zhang 001; Bo Du 001; Liangpei Zhang 001; Shugen Wang (IEEE Trans. Geosci. Remote. Sens., 2016)

Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection. - Fan Zhang 006; Bo Du 001; Liangpei Zhang 001; Miaozhong Xu (IEEE Trans. Geosci. Remote. Sens., 2016)

Multidomain Subspace Classification for Hyperspectral Images. - Liangpei Zhang 001; Xiaojie Zhu; Lefei Zhang; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images. - Hongyan Zhang 001; Han Zhai; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2016)

Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis. - Rui Zhao 003; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2016)

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery. - Bei Zhao; Yanfei Zhong; Gui-Song Xia; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery. - Yanfei Zhong; Rongrong Gao; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. - Bo Du 001; Yuxiang Zhang 001; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Image Process., 2016)

High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields. - Ji Zhao 006; Yanfei Zhong; Hong Shu; Liangpei Zhang 001 (IEEE Trans. Image Process., 2016)

UAV-Based Vehicle Detection by Multi-source Images. - Shangjie Jiang; Bin Luo 005; Jun Liu 072; Yun Zhang 004; Liangpei Zhang 001 (CCCV (3), 2017)

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. - Liangchen Song; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (CCCV (2), 2017)

A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001; Fan Zhang 006 (CCCV (2), 2017)

Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. - Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2017)

Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery. - Xiaobing Han; Yanfei Zhong; Ruyi Feng; Liangpei Zhang 001 (IGARSS, 2017)

Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery. - Da He; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2017)

Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model. - Hongtao Jiang; Huanfeng Shen; Xinghua Li 002; Liangpei Zhang 001 (IGARSS, 2017)

Multiobjective endmember extraction for hyperspectral image. - Rong Liu; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2017)

Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2017)

Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening. - Yancong Wei; Qiangqiang Yuan; Xiangchao Meng; Huanfeng Shen; Liangpei Zhang 001; Michael Kwok-Po Ng (IGARSS, 2017)

Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. - Qiangqiang Yuan; Michael K. Ng 001; Huanfeng Shen; Liangpei Zhang 001; Jie Li 022 (IGARSS, 2017)

Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2017)

MINI-UAV borne hyperspectral remote sensing: A review. - Yanfei Zhong; Xinyu Wang 003; Yao Xu; Tianyi Jia; Song Cui; Lifei Wei; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2017)

On Gleaning Knowledge from Multiple Domains for Active Learning. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Ruimin Hu; Dacheng Tao (IJCAI, 2017)

Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution. - Mi Song; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (SEAL, 2017)

Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey. - Yuting Wan; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (SEAL, 2017)

Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network. - Yancong Wei; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (CoRR, 2017)

Texture Characterization by Using Shape Co-occurrence Patterns. - Gui-Song Xia; Gang Liu 013; Xiang Bai; Liangpei Zhang 001 (CoRR, 2017)

A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data. - Fan Zhang 006; Bo Du 001; Liangpei Zhang 001 (CoRR, 2017)

Learning a Dilated Residual Network for SAR Image Despeckling. - Qiang Zhang 011; Zhen Yang; Qiangqiang Yuan; Jie Li 022; Xiaoshuang Ma; Huanfeng Shen; Liangpei Zhang 001 (CoRR, 2017)

Deep learning in remote sensing: a review. - Xiao Xiang Zhu 001; Devis Tuia; Lichao Mou; Gui-Song Xia; Liangpei Zhang 001; Feng Xu 001; Friedrich Fraundorfer (CoRR, 2017)

A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. - Qiangqiang Yuan; Yancong Wei; Xiangchao Meng; Huanfeng Shen; Liangpei Zhang 001 (CoRR, 2017)

LAM3L: Locally adaptive maximum margin metric learning for visual data classification. - Yanni Dong; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (Neurocomputing, 2017)

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification. - Wan Li; Liangpei Zhang 001; Lefei Zhang; Bo Du 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model. - Li Sun; Yuqi Tang; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network. - Yancong Wei; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2017)

Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images. - Yiming Zhang 027; Bo Du 001; Yuxiang Zhang 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data. - Xiaobin Guan; Huanfeng Shen; Wenxia Gan; Gang Yang 006; Lunche Wang; Xinghua Li 002; Liangpei Zhang 001 (Remote. Sens., 2017)

Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification. - Xiaobing Han; Yanfei Zhong; Liqin Cao; Liangpei Zhang 001 (Remote. Sens., 2017)

An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery. - Xiaobing Han; Yanfei Zhong; Liangpei Zhang 001 (Remote. Sens., 2017)

Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau. - Hongtao Jiang; Huanfeng Shen; Huifang Li 001; Fangni Lei; Wenxia Gan; Liangpei Zhang 001 (Remote. Sens., 2017)

Multiobjective Optimized Endmember Extraction for Hyperspectral Image. - Rong Liu; Bo Du 001; Liangpei Zhang 001 (Remote. Sens., 2017)

Urban Change Analysis with Multi-Sensor Multispectral Imagery. - Yuqi Tang; Liangpei Zhang 001 (Remote. Sens., 2017)

Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. - Xiong Xu; Xiaohua Tong; Antonio J. Plaza; Yanfei Zhong; Huan Xie; Liangpei Zhang 001 (Remote. Sens., 2017)

A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Yanguo Fan; Dongmei Song (Remote. Sens., 2017)

Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation. - Han Zhai; Hongyan Zhang 001; Xiong Xu; Liangpei Zhang 001; Pingxiang Li (Remote. Sens., 2017)

Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information. - Yuxiang Zhang 001; Ke Wu 004; Bo Du 001; Liangpei Zhang 001; Xiangyun Hu (Remote. Sens., 2017)

Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data. - Yanfei Zhong; Qiong Cao; Ji Zhao 006; Ailong Ma; Bei Zhao; Liangpei Zhang 001 (Remote. Sens., 2017)

Real-time tracking based on weighted compressive tracking and a cognitive memory model. - Bo Du 001; Yujia Sun; Chen Wu 003; Lefei Zhang; Liangpei Zhang 001 (Signal Process., 2017)

Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization. - Qing Cheng 002; Huanfeng Shen; Liangpei Zhang 001; Zhenghong Peng (IEEE Signal Process. Lett., 2017)

A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery. - Xin Huang 002; Wenliang Yuan; Jiayi Li 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

GSEAD: Graphical Scoring Estimation for Hyperspectral Anomaly Detection. - Rui Zhao 003; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection. - Shizhen Chang; Bo Du 001; Liangpei Zhang 001; Rui Zhao 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. - Yanni Dong; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. - Xue Li; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization. - Rong Liu; Liangpei Zhang 001; Bo Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. - Renbo Luo; Wenzhi Liao; Hongyan Zhang 001; Liangpei Zhang 001; Paul Scheunders; Youguo Pi; Wilfried Philips (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery. - Dawei Wen; Xin Huang 002; Hui Liu; Wenzhi Liao; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment. - Xiong Xu; Xiaohua Tong; Antonio Plaza; Yanfei Zhong; Huan Xie; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Exploring Representativeness and Informativeness for Active Learning. - Bo Du 001; Zengmao Wang; Lefei Zhang; Liangpei Zhang 001; Wei Liu 005; Jialie Shen 001; Dacheng Tao (IEEE Trans. Cybern., 2017)

Stacked Convolutional Denoising Auto-Encoders for Feature Representation. - Bo Du 001; Wei Xiong 008; Jia Wu 001; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Cybern., 2017)

A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method. - Qing Cheng 002; Huiqing Liu; Huanfeng Shen; Penghai Wu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. - Yanni Dong; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2017)

Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification. - Weiwei Sun 005; Gang Yang 006; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification. - Yiting Tao; Miaozhong Xu; Fan Zhang 006; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Xiuping Jia (IEEE Trans. Geosci. Remote. Sens., 2017)

Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Xinyu Wang 003; Yanfei Zhong; Liangpei Zhang 001; Yanyan Xu 003 (IEEE Trans. Geosci. Remote. Sens., 2017)

Kernel Slow Feature Analysis for Scene Change Detection. - Chen Wu 003; Liangpei Zhang 001; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification. - Gui-Song Xia; Jingwen Hu 001; Fan Hu; Baoguang Shi; Xiang Bai; Yanfei Zhong; Liangpei Zhang 001; Xiaoqiang Lu (IEEE Trans. Geosci. Remote. Sens., 2017)

Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection. - Yuxiang Zhang 001; Bo Du 001; Liangpei Zhang 001; Tongliang Liu (IEEE Trans. Geosci. Remote. Sens., 2017)

Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework. - Rui Zhao 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Scene Classification Based on the Fully Sparse Semantic Topic Model. - Qiqi Zhu; Yanfei Zhong; Liangpei Zhang 001; Deren Li (IEEE Trans. Geosci. Remote. Sens., 2017)

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. - Bo Du 001; Zengmao Wang; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Image Process., 2017)

Texture Characterization Using Shape Co-Occurrence Patterns. - Gui-Song Xia; Gang Liu 013; Xiang Bai; Liangpei Zhang 001 (IEEE Trans. Image Process., 2017)

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. - Liangchen Song; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Jia Wu 001; Xuelong Li 001 (AAAI, 2018)

Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery. - Jinzhong Kang; Hongyan Zhang 001; Honghai Yang; Liangpei Zhang 001 (Agro-Geoinformatics, 2018)

Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China. - Chengkang Zhang; Hongyan Zhang 001; Juan Du; Liangpei Zhang 001 (Agro-Geoinformatics, 2018)

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. - Gui-Song Xia; Xiang Bai; Jian Ding 001; Zhen Zhu 006; Serge J. Belongie; Jiebo Luo 001; Mihai Datcu; Marcello Pelillo; Liangpei Zhang 001 (CVPR, 2018)

ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). - Jian Ding 001; Zhen Zhu 006; Gui-Song Xia; Xiang Bai; Serge J. Belongie; Jiebo Luo 001; Mihai Datcu; Marcello Pelillo; Liangpei Zhang 001 (ICPR, 2018)

Delving into the Synthesizability of Dynamic Texture Samples. - Feng Yang 015; Gui-Song Xia; Dengxin Dai; Liangpei Zhang 001 (ICPR, 2018)

Blind Spectral Unmixing Considering the Adjacent Effect. - Xinyu Wang 003; Yanfei Zhong; Liangpei Zhang 001; Yanyan Xu 003 (IGARSS, 2018)

Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data. - Qiong Cao; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2018)

A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. - Peiyu Dai; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IGARSS, 2018)

Land Cover Change Detection Based on Spatial-Temporal Sub-Pixel Evolution Mapping: A Case Study for Urban Expansion. - Da He; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2018)

Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models. - Fan Hu; Gui-Song Xia; Wen Yang 001; Liangpei Zhang 001 (IGARSS, 2018)

Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency. - Jin Huang; Gui-Song Xia; Fan Hu; Liangpei Zhang 001 (IGARSS, 2018)

AID++: An Updated Version of AID on Scene Classification. - Pu Jin; Gui-Song Xia; Fan Hu; Qikai Lu; Liangpei Zhang 001 (IGARSS, 2018)

Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data. - Tongwen Li; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (IGARSS, 2018)

Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. - Fulin Luo; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Yanni Dong (IGARSS, 2018)

Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery. - Xin-Yi Tong 003; Qikai Lu; Gui-Song Xia; Liangpei Zhang 001 (IGARSS, 2018)

Superpixel Based Dimension Reduction for Hyperspectral Imagery. - Huilin Xu; Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001 (IGARSS, 2018)

Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2018)

Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2018)

A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images. - Qiang Zhang 011; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2018)

Image Stitching Using Smoothly Planar Homography. - Tian-Zhu Xiang; Gui-Song Xia; Liangpei Zhang 001 (PRCV (1), 2018)

Computational intelligence in optical remote sensing image processing. - Yanfei Zhong; Ailong Ma; Yew-Soon Ong; Zexuan Zhu; Liangpei Zhang 001 (Appl. Soft Comput., 2018)

Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker. - Bo Du 001; Shihan Cai; Chen Wu 003; Liangpei Zhang 001; Dacheng Tao (CoRR, 2018)

Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images. - Xin-Yi Tong; Gui-Song Xia; Qikai Lu; Huanfeng Shen; Shengyang Li; Shucheng You; Liangpei Zhang 001 (CoRR, 2018)

Spatial-Spectral Fusion by Combining Deep Learning and Variation Model. - Huanfeng Shen; Menghui Jiang; Jie Li 022; Qiangqiang Yuan; Yanchong Wei; Liangpei Zhang 001 (CoRR, 2018)

Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. - Xinxin Liu 002; Xiliang Lu; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (CoRR, 2018)

Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives. - Tian-Zhu Xiang; Gui-Song Xia; Liangpei Zhang 001 (CoRR, 2018)

A survey on vision-based UAV navigation. - Yuncheng Lu; Zhucun Xue; Gui-Song Xia; Liangpei Zhang 001 (Geo spatial Inf. Sci., 2018)

Shape prior constrained PSO model for bladder wall MRI segmentation. - Qikui Zhu; Bo Du 001; Pingkun Yan; Hongbing Lu; Liangpei Zhang 001 (Neurocomputing, 2018)

Image stitching by line-guided local warping with global similarity constraint. - Tian-Zhu Xiang; Gui-Song Xia; Xiang Bai; Liangpei Zhang 001 (Pattern Recognit., 2018)

Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints. - Yanni Dong; Bo Du 001; Liangpei Zhang 001; Xiangyun Hu (Remote. Sens., 2018)

Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S. - Hongzhang Xu; Qiangqiang Yuan; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001; Hongtao Jiang (Remote. Sens., 2018)

A Deep-Local-Global Feature Fusion Framework for High Spatial Resolution Imagery Scene Classification. - Qiqi Zhu; Yanfei Zhong; Yanfei Liu; Liangpei Zhang 001; Deren Li (Remote. Sens., 2018)

Permutation Preference Based Alternate Sampling and Clustering for Motion Segmentation. - Yun Zhang 004; Bin Luo 005; Liangpei Zhang 001 (IEEE Signal Process. Lett., 2018)

Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. - Wei He 003; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection. - Bo Du 001; Yong Wang; Chen Wu 003; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China. - Xiaobin Guan; Huanfeng Shen; Xinghua Li 002; Wenxia Gan; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. - Qiangqiang Yuan; Yancong Wei; Xiangchao Meng; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data. - Linwei Yue; Huanfeng Shen; Wei Yu; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images. - Shizhen Chang; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Multiobjective Subpixel Land-Cover Mapping. - Ailong Ma; Yanfei Zhong; Da He; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Saliency-Based Endmember Detection for Hyperspectral Imagery. - Xinyu Wang 003; Yanfei Zhong; Yao Xu; Liangpei Zhang 001; Yanyan Xu 003 (IEEE Trans. Geosci. Remote. Sens., 2018)

A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. - Xiong Xu; Xiaohua Tong; Antonio Plaza; Jun Li 009; Yanfei Zhong; Huan Xie; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Spectral-Spatial Unified Networks for Hyperspectral Image Classification. - Yonghao Xu; Liangpei Zhang 001; Bo Du 001; Fan Zhang 006 (IEEE Trans. Geosci. Remote. Sens., 2018)

Scene Classification Based on the Sparse Homogeneous-Heterogeneous Topic Feature Model. - Qiqi Zhu; Yanfei Zhong; Siqi Wu; Liangpei Zhang 001; Deren Li (IEEE Trans. Geosci. Remote. Sens., 2018)

Adaptive Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification. - Qiqi Zhu; Yanfei Zhong; Liangpei Zhang 001; Deren Li (IEEE Trans. Geosci. Remote. Sens., 2018)

Multi-Task Learning for Blind Source Separation. - Bo Du 001; Shaodong Wang; Chang Xu 002; Nan Wang 016; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Image Process., 2018)

Anisotropic-Scale Junction Detection and Matching for Indoor Images. - Nan Xue 001; Gui-Song Xia; Xiang Bai; Liangpei Zhang 001; Weiming Shen 002 (IEEE Trans. Image Process., 2018)

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. - Yonghao Xu; Bo Du 001; Lefei Zhang; Qian Zhang 009; Guoli Wang 004; Liangpei Zhang 001 (AAAI, 2019)

Learning Attraction Field Representation for Robust Line Segment Detection. - Nan Xue 001; Song Bai 001; Fudong Wang 001; Gui-Song Xia; Tianfu Wu 001; Liangpei Zhang 001 (CVPR, 2019)

Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning. - Qiang Zhang 011; Qiangqiang Yuan; Jie Li 022; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. - Zhaoyang Chai; Hongyan Zhang 001; Xiong Xu; Liangpei Zhang 001 (IGARSS, 2019)

A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error. - Shizhen Chang; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2019)

Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. - Hongyu Chen 003; Manhui Lin; Hongyan Zhang 001; Guangyi Yang; Gui-Song Xia; Xianwei Zheng; Liangpei Zhang 001 (IGARSS, 2019)

A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration. - Song Cui; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2019)

Building Extraction From Remote Sensing Image With Privileged Information. - Xue Li; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2019)

Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model. - Shuwen Li; Qiangqiang Yuan; Linwei Yue; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm. - Mi Song; Yanfei Zhong; Ailong Ma; Qiqi Zhu; Liqin Cao; Liangpei Zhang 001 (IGARSS, 2019)

Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road. - Yuting Wan; Xin Hu; Yanfei Zhong; Ailong Ma; Lifei Wei; Liangpei Zhang 001 (IGARSS, 2019)

Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm. - Yuting Wan; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2019)

Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach. - Jiwen Wang; Qiangqiang Yuan; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016. - Yuan Wang 024; Qiangqiang Yuan; Haotian Wang; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. - Yu Xia; Hongyan Zhang 001; Liangpei Zhang 001; Zhiyu Fan (IGARSS, 2019)

Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2019)

Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. - Hongzhang Xu; Qiangqiang Yuan; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

High-Resolution Remote Sensing Image Scene Understanding: A Review. - Qiqi Zhu; Xiongli Sun; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2019)

Urban Expansion Trajectories in China's 36 Major Cities. - Yao Shen; Huanfeng Shen; Qing Cheng 002; Liwen Huang; Liangpei Zhang 001 (JURSE, 2019)

A Study for Hyperspectral Anomaly Change Detection on "Viareggio 2013 Trial" Dataset. - Chen Wu 003; Yukun Lin; Bo Du 001; Liangpei Zhang 001 (MultiTemp, 2019)

Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (MultiTemp, 2019)

Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery. - Lixiang Ru; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (MultiTemp, 2019)

Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model. - Qing Cheng 002; Qiangqiang Yuan; Michael Kwok-Po Ng; Huanfeng Shen; Liangpei Zhang 001 (IEEE Access, 2019)

Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. - Chen Wu 003; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (CoRR, 2019)

Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. - Huilin Xu; Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001 (Neurocomputing, 2019)

Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges. - Xiangchao Meng; Huanfeng Shen; Huifang Li 001; Liangpei Zhang 001; Randi Fu (Inf. Fusion, 2019)

Hyperspectral image unsupervised classification by robust manifold matrix factorization. - Lefei Zhang; Liangpei Zhang 001; Bo Du 001; Jane You; Dacheng Tao (Inf. Sci., 2019)

Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode. - Lei Shi 005; Pingxiang Li; Jie Yang 040; Liangpei Zhang 001; Xiaoli Ding 001; Lingli Zhao (IEEE Geosci. Remote. Sens. Lett., 2019)

Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction. - Zhiwei Li 002; Huanfeng Shen; Qing Cheng 002; Wei Li 190; Liangpei Zhang 001 (Remote. Sens., 2019)

Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations. - Qiangqiang Yuan; Shuwen Li; Linwei Yue; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (Remote. Sens., 2019)

ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images. - Qian Cheng; Bo Du 001; Liangpei Zhang 001; Rong Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001; Daniele Cerra; Miguel Pato; Emiliano Carmona; Saurabh Prasad; Naoto Yokoya; Ronny Hänsch; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. - Fulin Luo; Bo Du 001; Liangpei Zhang 001; Lefei Zhang; Dacheng Tao (IEEE Trans. Cybern., 2019)

Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images. - Bo Du 001; Lixiang Ru; Chen Wu 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Spatiotemporal Subpixel Geographical Evolution Mapping. - Da He; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

An Improved Single-Channel Polar Region Ice Surface Temperature Retrieval Algorithm Using Landsat-8 Data. - Yachao Li; Tingting Liu 007; Mohammed Shokr; Zemin Wang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties. - Jie Li 022; Xinxin Liu 002; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification. - Xue Li; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2019)

Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images. - Xiangchao Meng; Huanfeng Shen; Qiangqiang Yuan; Huifang Li 001; Liangpei Zhang 001; Weiwei Sun 005 (IEEE Trans. Geosci. Remote. Sens., 2019)

Spatial-Spectral Fusion by Combining Deep Learning and Variational Model. - Huanfeng Shen; Menghui Jiang; Jie Li 022; Qiangqiang Yuan; Yanchong Wei; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction. - Lyuyang Tong; Bo Du 001; Rong Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Blind Hyperspectral Unmixing Considering the Adjacency Effect. - Xinyu Wang 003; Yanfei Zhong; Liangpei Zhang 001; Yanyan Xu 003 (IEEE Trans. Geosci. Remote. Sens., 2019)

Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. - Qiangqiang Yuan; Qiang Zhang 011; Jie Li 022; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2019)

Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2019)

Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. - Qiang Zhang 011; Qiangqiang Yuan; Jie Li 022; Xinxin Liu 002; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Learning the Synthesizability of Dynamic Texture Samples. - Feng Yang 015; Gui-Song Xia; Dengxin Dai; Liangpei Zhang 001 (IEEE Trans. Image Process., 2019)

Holistically-Attracted Wireframe Parsing. - Nan Xue 001; Tianfu Wu 001; Song Bai 001; Fudong Wang 001; Gui-Song Xia; Liangpei Zhang 001; Philip H. S. Torr (CVPR, 2020)

Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. - Jiayu Bai; Ruyi Feng; Lizhe Wang 001; Hao Li 058; Fengpeng Li; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2020)

Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery. - Jiale Chen 002; Qiqi Zhu; Yanfei Zhong; Qingfeng Guan 001; Liangpei Zhang 001; Deren Li (IGARSS, 2020)

Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. - Yue Liao; Hongyan Zhang 001; Guangyi Yang; Liangpei Zhang 001 (IGARSS, 2020)

Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. - Yiyao Song; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2020)

Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China. - Yuan Wang 024; Qiangqiang Yuan; Ruixue Xiao; Tongwen Li; Liangpei Zhang 001 (IGARSS, 2020)

Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing. - Linlin Wang; Qiqi Zhu; Wen Zeng; Yanfei Zhong; Qingfeng Guan 001; Liangpei Zhang 001; Deren Li (IGARSS, 2020)

Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image. - Qiang Zhang 011; Fujun Sun; Qiangqiang Yuan; Jie Li 022; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2020)

A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing. - Yanan Zhang; Qiqi Zhu; Yanfei Zhong; Qingfeng Guan 001; Liangpei Zhang 001; Deren Li (IGARSS, 2020)

Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile. - Shuheng Zhao; Qiangqiang Yuan; Jie Li 022; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2020)

Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images. - Qiqi Zhu; Xin Fan; Yanfei Zhong; Qingfeng Guan 001; Liangpei Zhang 001; Deren Li (IGARSS, 2020)

Topic Model for Remote Sensing Data: A Comprehensive Review. - Qiqi Zhu; Jiangqin Wan; Yanfei Zhong; Qingfeng Guan 001; Liangpei Zhang 001; Deren Li (IGARSS, 2020)

Positive Unlabeled Learning with Class-prior Approximation. - Shizhen Chang; Bo Du 001; Liangpei Zhang 001 (IJCAI, 2020)

Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China. - Hongyan Zhang 001; Jinzhong Kang; Xiong Xu; Liangpei Zhang 001 (Comput. Electron. Agric., 2020)

Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (CoRR, 2020)

DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (CoRR, 2020)

DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation. - Yang Long 002; Gui-Song Xia; Shengyang Li; Wen Yang 001; Michael Ying Yang; Xiao Xiang Zhu 001; Liangpei Zhang 001; Deren Li (CoRR, 2020)

A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery. - Chen Wu 003; Jingwen Yuan; Lixiang Ru; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (CoRR, 2020)

Hyperspectral Anomaly Change Detection Based on Auto-encoder. - Meiqi Hu; Chen Wu 003; Liangpei Zhang 001; Bo Du 001 (CoRR, 2020)

Review on graph learning for dimensionality reduction of hyperspectral image. - Liangpei Zhang 001; Fulin Luo (Geo spatial Inf. Sci., 2020)

Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising. - Xinjian Huang; Bo Du 001; Dapeng Tao; Liangpei Zhang 001 (Neurocomputing, 2020)

Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification. - Fulin Luo; Liangpei Zhang 001; Xiaocheng Zhou; Tan Guo; Yanxiang Cheng; Tailang Yin (IEEE Geosci. Remote. Sens. Lett., 2020)

A Low-Rank and Sparse Matrix Decomposition- Based Dictionary Reconstruction and Anomaly Extraction Framework for Hyperspectral Anomaly Detection. - Yichu Xu; Bo Du 001; Liangpei Zhang 001; Shizhen Chang (IEEE Geosci. Remote. Sens. Lett., 2020)

Monitoring Three-Decade Expansion of China's Major Cities Based on Satellite Remote Sensing Images. - Yao Shen; Huanfeng Shen; Qing Cheng 002; Liwen Huang; Liangpei Zhang 001 (Remote. Sens., 2020)

Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion. - Shuheng Zhao; Jie Li 022; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery. - Fan Hu; Gui-Song Xia; Wen Yang 001; Liangpei Zhang 001 (IEEE Trans. Big Data, 2020)

Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. - Xin-Yi Tong 003; Gui-Song Xia; Fan Hu; Yanfei Zhong; Mihai Datcu; Liangpei Zhang 001 (IEEE Trans. Big Data, 2020)

Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Big Data, 2020)

A Subspace Selection-Based Discriminative Forest Method for Hyperspectral Anomaly Detection. - Shizhen Chang; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001; Le Wang (IEEE Trans. Geosci. Remote. Sens., 2020)

Spectral-Spatial-Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection. - Da He; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. - Fulin Luo; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2020)

A Spatial-Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images. - Huanfeng Shen; Chi Zhang; Huifang Li 001; Quan Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable. - Lei Shi 005; Pingxiang Li; Jie Yang 040; Liangpei Zhang 001; Xiaoli Ding 001; Lingli Zhao (IEEE Trans. Geosci. Remote. Sens., 2020)

Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images. - Mi Song; Yanfei Zhong; Ailong Ma; Xiong Xu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm. - Yuting Wan; Ailong Ma; Yanfei Zhong; Xin Hu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery. - Yuting Wan; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Anomaly Detection via Locally Enhanced Low-Rank Prior. - Shaoyu Wang 003; Xinyu Wang 003; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. - Hongyan Zhang 001; Lu Liu; Wei He 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. - Zhuo Zheng; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

COLOR: Cycling, Offline Learning, and Online Representation Framework for Airport and Airplane Detection Using GF-2 Satellite Images. - Yanfei Zhong; Zhuo Zheng; Ailong Ma; Xiaoyan Lu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. - Ziqiao Wang; Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001 (CVPR Workshops, 2021)

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. - Zhuo Zheng; Ailong Ma; Liangpei Zhang 001; Yanfei Zhong (ICCV, 2021)

LUAI Challenge 2021 on Learning to Understand Aerial Images. - Gui-Song Xia; Jian Ding 001; Ming Qian; Nan Xue 001; Jiaming Han; Xiang Bai; Michael Ying Yang; Shengyang Li; Serge J. Belongie; Jiebo Luo 001; Mihai Datcu; Marcello Pelillo; et al. (ICCVW, 2021)

Toward Dataset Construction for Remote Sensing Image Interpretation. - Yang Long 002; Gui-Song Xia; Wen Yang 001; Liangpei Zhang 001; Deren Li (IGARSS, 2021)

Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification. - Jiaqi Yang 005; Bo Du 001; Chen Wu 003; Liangpei Zhang 001 (IGARSS, 2021)

Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. - Jiayu Bai; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2021)

Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. - Hao Li 058; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Lifei Wei (IGARSS, 2021)

Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. - Zhuohong Li; Fangxiao Lu; Hongyan Zhang 001; Guangyi Yang; Liangpei Zhang 001 (IGARSS, 2021)

A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. - Guoying Yin; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2021)

Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion. - Qiang Zhang 011; Fujun Sun; Qiangqiang Yuan; Liangpei Zhang 001 (IGARSS, 2021)

How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2021)

EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2021)

Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification. - Sihan Zhu; Fulin Luo; Bo Du 001; Liangpei Zhang 001 (IGARSS, 2021)

An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. - Chen Wu 003; Yinong Guo; Haonan Guo; Jingwen Yuan; Lixiang Ru; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. - Hongyan Zhang 001; Hongyu Du; Chengkang Zhang; Liangpei Zhang 001 (Comput. Electron. Agric., 2021)

Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. - Hongyan Zhang 001; Qi Huang; Han Zhai; Liangpei Zhang 001 (Comput. Electron. Agric., 2021)

Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area. - Chengkang Zhang; Hongyan Zhang 001; Liangpei Zhang 001 (Comput. Electron. Agric., 2021)

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. - Danfeng Hong; Wei He 003; Naoto Yokoya; Jing Yao 002; Lianru Gao; Liangpei Zhang 001; Jocelyn Chanussot; Xiao Xiang Zhu 001 (CoRR, 2021)

Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery. - Chen Wu 003; Sihan Zhu; Jiaqi Yang 005; Meiqi Hu; Bo Du 001; Liangpei Zhang 001; Lefei Zhang; Chengxi Han; Meng Lan (CoRR, 2021)

Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification. - Di Wang 023; Bo Du 001; Liangpei Zhang 001 (CoRR, 2021)

Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion. - Huanfeng Shen; Menghui Jiang; Jie Li 022; Chenxia Zhou; Qiangqiang Yuan; Liangpei Zhang 001 (CoRR, 2021)

An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images. - Menghui Jiang; Huanfeng Shen; Jie Li 022; Liangpei Zhang 001 (CoRR, 2021)

Advances in spaceborne hyperspectral remote sensing in China. - Yanfei Zhong; Xinyu Wang 003; Shaoyu Wang 003; Liangpei Zhang 001 (Geo spatial Inf. Sci., 2021)

Learning Regional Attraction for Line Segment Detection. - Nan Xue 001; Song Bai 001; Fu-Dong Wang 001; Gui-Song Xia; Tianfu Wu 001; Liangpei Zhang 001; Philip H. S. Torr (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images. - Haonan Guo; Xin Su 003; Shengkun Tang; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Hyperspectral Anomaly Change Detection Based on Autoencoder. - Meiqi Hu; Chen Wu 003; Liangpei Zhang 001; Bo Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID. - Yang Long 002; Gui-Song Xia; Shengyang Li; Wen Yang 001; Michael Ying Yang; Xiao Xiang Zhu 001; Liangpei Zhang 001; Deren Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring. - Yao Shen; Huanfeng Shen; Qing Cheng 002; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. - Chen Wu 003; Sihan Zhu; Jiaqi Yang 005; Meiqi Hu; Bo Du 001; Liangpei Zhang 001; Lefei Zhang; Chengxi Han; Meng Lan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion. - Jiajun Xiao; Jie Li 022; Qiangqiang Yuan; Menghui Jiang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images. - Haonan Guo; Qian Shi 001; Bo Du 001; Liangpei Zhang 001; Dongzhi Wang; Huaxiang Ding (IEEE Trans. Geosci. Remote. Sens., 2021)

Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images". - Haonan Guo; Qian Shi 001; Bo Du 001; Liangpei Zhang 001; Dongzhi Wang; Huaxiang Ding (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Convolutional Neural Network Framework for Subpixel Mapping. - Da He; Yanfei Zhong; Xinyu Wang 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. - Hao Li 058; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. - Shengjie Liu 001; Qian Shi 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Image Denoising Using a 3-D Attention Denoising Network. - Qian Shi 001; Xiaopei Tang; Taoru Yang; Rong Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator. - Lei Shi 005; Le Yang; Lingli Zhao; Pingxiang Li; Jie Yang 040; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations. - Lyuyang Tong; Bo Du 001; Rong Liu; Liangpei Zhang 001; Kay Chen Tan (IEEE Trans. Geosci. Remote. Sens., 2021)

Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification. - Di Wang 023; Bo Du 001; Liangpei Zhang 001; Yonghao Xu (IEEE Trans. Geosci. Remote. Sens., 2021)

Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery. - Xinyu Wang 003; Yanfei Zhong; Chunyang Cui; Liangpei Zhang 001; Yanyan Xu 003 (IEEE Trans. Geosci. Remote. Sens., 2021)

RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks. - Junjue Wang; Yanfei Zhong; Zhuo Zheng; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification. - Huilin Xu; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Enhanced Multiscale Feature Fusion Network for HSI Classification. - Jiaqi Yang 005; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2021)

Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2021)

Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network. - Hongyan Zhang 001; Yiyao Song; Chang Han; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Two-Stream Convolutional Networks for Hyperspectral Target Detection. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2021)

LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising. - Hongyan Zhang 001; Hongyu Chen 003; Guangyi Yang; Liangpei Zhang 001 (IEEE Trans. Image Process., 2021)

SGD-SM: Generating Seamless Global Daily AMSR2 Soil Moisture Long-term Products (2013-2019). - Qiang Zhang 011; Qiangqiang Yuan; Jie Li 022; Yuan Wang 024; Fujun Sun; Liangpei Zhang 001 (Zenodo, 2021)

SGD-SM: Generating Seamless Global Daily AMSR2 Soil Moisture Long-term Products (2013-2019). - Qiang Zhang 011; Qiangqiang Yuan; Jie Li 022; Yuan Wang 024; Fujun Sun; Liangpei Zhang 001 (Zenodo, 2021)

Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation. - Nan Xue 001; Tianfu Wu 001; Gui-Song Xia; Liangpei Zhang 001 (CVPR, 2022)

NTIRE 2022 Spectral Recovery Challenge and Data Set. - Boaz Arad; Radu Timofte; Rony Yahel; Nimrod Morag; Amir Bernat; Yuanhao Cai; Jing Lin; Zudi Lin; Haoqian Wang; Yulun Zhang 001; Hanspeter Pfister; Luc Van Gool; et al. (CVPR Workshops, 2022)

Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. - Wei He 003; Quanming Yao; Naoto Yokoya; Tatsumi Uezato; Hongyan Zhang 001; Liangpei Zhang 001 (ECCV (19), 2022)

Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. - Zhi Li 080; Ruyi Feng; Yichang Shi; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Tieyong Zeng (IGARSS, 2022)

High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. - Bo Li; Pengyuan Lv; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2022)

Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. - Ziyu Liu; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Tieyong Zeng (IGARSS, 2022)

Review of Vision Transformer Models for Remote Sensing Image Scene Classification. - Pengyuan Lv; Wenjun Wu; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2022)

Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. - Yuting Wan; Yanfei Zhong; Ailong Ma; JunJue Wang; Liangpei Zhang 001 (IGARSS, 2022)

Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. - Da He; Qian Shi 001; Xiaoping Liu 001; Yanfei Zhong; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer. - Yi Xiao 003; Qiangqiang Yuan; Jiang He; Qiang Zhang 011; Jing Sun; Xin Su 003; Jialian Wu; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling. - Yang Long 002; Gui-Song Xia; Liangpei Zhang 001; Gong Cheng 003; Deren Li (CoRR, 2022)

Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model. - Di Wang 023; Qiming Zhang 001; Yufei Xu; Jing Zhang 037; Bo Du 001; Dacheng Tao; Liangpei Zhang 001 (CoRR, 2022)

PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images. - Jiang He; Qiangqiang Yuan; Jie Li 022; Liangpei Zhang 001 (Inf. Fusion, 2022)

Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. - Tingting Liu 007; Miaojiang Wang; Zemin Wang; Ruyi Feng; Chunxia Zhou; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. - Jian Ding 001; Nan Xue 001; Gui-Song Xia; Xiang Bai; Wen Yang 001; Michael Ying Yang; Serge J. Belongie; Jiebo Luo 001; Mihai Datcu; Marcello Pelillo; Liangpei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. - Wei He 003; Quanming Yao; Chao Li 013; Naoto Yokoya; Qibin Zhao; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. - Yichu Xu; Lefei Zhang; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. - Yedan Yu; Jie Li 022; Qiangqiang Yuan; Qian Shi 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection. - Yanni Dong; Wenzhong Shi; Bo Du 001; Xiangyun Hu; Liangpei Zhang 001 (IEEE Trans. Cybern., 2022)

Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering. - Yuting Wan; Ailong Ma; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Cybern., 2022)

Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. - Chen Wu 003; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Cybern., 2022)

A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. - Qiqi Zhu; Weihuan Deng; Zhuo Zheng; Yanfei Zhong; Qingfeng Guan 001; Weihua Lin; Liangpei Zhang 001; Deren Li (IEEE Trans. Cybern., 2022)

A Decomposition-Based Multiobjective Clonal Selection Algorithm for Hyperspectral Image Feature Selection. - Chao Chen 029; Yuting Wan; Ailong Ma; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2022)

A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. - Hongyu Chen 003; Hongyan Zhang 001; Guangyi Yang; Shengyang Li; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling. - Song Cui; Ailong Ma; Liangpei Zhang 001; Miaozhong Xu; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2022)

Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. - Ruyi Feng; Hao Li 058; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Tieyong Zeng (IEEE Trans. Geosci. Remote. Sens., 2022)

A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening. - Jiang He; Qiangqiang Yuan; Jie Li 022; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. - Meiqi Hu; Chen Wu 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions. - Xin Hu; Yanfei Zhong; Xinyu Wang 003; Chang Luo; Ji Zhao 006; Lei Lei; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. - Tongwen Li; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. - Mengxi Liu; Qian Shi 001; Andrea Marinoni; Da He; Xiaoping Liu 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset. - Zhenqi Liu; Yanfei Zhong; Xinyu Wang 003; Meng Shu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction. - Xiaoyan Lu; Yanfei Zhong; Zhuo Zheng; Dingyuan Chen; Yu Su; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification. - Pengyuan Lv; Wenjun Wu; Yanfei Zhong; Fang Du; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification. - Ailong Ma; Ning Yu; Zhuo Zheng; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models. - Huanfeng Shen; Zhonghang Qiu; Linwei Yue; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. - Qian Shi 001; Mengxi Liu; Shengchen Li; Xiaoping Liu 001; Fei Wang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. - Sunan Shi; Yanfei Zhong; Ji Zhao 006; Pengyuan Lv; Yinhe Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. - Yiyao Song; Hongyan Zhang 001; He Huang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization. - Mi Song; Yanfei Zhong; Ailong Ma; Xiong Xu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion. - Shiqi Tian; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Fully Contextual Network for Hyperspectral Scene Parsing. - Di Wang 023; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery. - Xinyu Wang 003; Zhaozhi Luo; Wenqing Li; Xin Hu; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2022)

Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising. - Fengfeng Wang; Jie Li 022; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder. - Shaoyu Wang 003; Xinyu Wang 003; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2022)

Deep Low-Rank Prior for Hyperspectral Anomaly Detection. - Shaoyu Wang 003; Xinyu Wang 003; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2022)

Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features. - Jialian Wu; Xin Su 003; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion. - Jiajun Xiao; Jie Li 022; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection. - Yi Xiao 003; Xin Su 003; Qiangqiang Yuan; Denghong Liu; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. - Huilin Xu; Wei He 003; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification. - Cong Yang; Yanni Dong; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. - Kunping Yang; Xin-Yi Tong 003; Gui-Song Xia; Weiming Shen 002; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. - Kunping Yang; Gui-Song Xia; Zicheng Liu 003; Bo Du 001; Wen Yang 001; Marcello Pelillo; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. - Hongyan Zhang 001; Jingyi Cai; Wei He 003; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. - Hongyan Zhang 001; Jiaqi Zou; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M3). - Shuheng Zhao; Qiangqiang Yuan; Jie Li 022; Yunze Hu; Xinxin Liu 002; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. - Dehui Zhu; Bo Du 001; Yanni Dong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification. - Sihan Zhu; Bo Du 001; Liangpei Zhang 001; Xue Li (IEEE Trans. Geosci. Remote. Sens., 2022)

Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images. - Qiqi Zhu; Yanan Zhang; Ziqi Li; Xiaorui Yan; Qingfeng Guan 001; Yanfei Zhong; Liangpei Zhang 001; Deren Li (IEEE Trans. Geosci. Remote. Sens., 2022)

Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification. - Yanni Dong; Quanwei Liu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2022)

Open-Source Data-Driven Cross-Domain Road Detection From Very High Resolution Remote Sensing Imagery. - Xiaoyan Lu; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Image Process., 2022)

Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising. - Qiang Zhang 011; Qiangqiang Yuan; Meiping Song; Haoyang Yu 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2022)

Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. - Jiang He; Jie Li 022; Qiangqiang Yuan; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. - Hongyan Zhang 001; Yue Liao; Honghai Yang; Guangyi Yang; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. - Yuchun Miao; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (ICCV, 2023)

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. - Zhuo Zheng; Shiqi Tian; Ailong Ma; Liangpei Zhang 001; Yanfei Zhong (ICCV, 2023)

SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. - Di Wang 023; Jing Zhang 037; Bo Du 001; Minqiang Xu; Lin Liu; Dacheng Tao; Liangpei Zhang 001 (NeurIPS, 2023)

One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. - Jingtao Li; Xinyu Wang 003; Shaoyu Wang 003; Hengwei Zhao; Liangpei Zhang 001; Yanfei Zhong (CoRR, 2023)

GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection. - Meiqi Hu; Chen Wu 003; Liangpei Zhang 001 (CoRR, 2023)

An Investigation of Face Mask Use with Busking Videos on YouTube during COVID-19: a Case Study in South Korea. - Chen Wu 003; Xingjie Hao; Meiqi Hu; Chengguqiu Dai; Bo Du 001; Liangpei Zhang 001 (CoRR, 2023)

Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey. - Tao Chen 004; Liang Lv; Di Wang 023; Jing Zhang 037; Yue Yang; Zeyang Zhao; Chen Wang 026; Xiaowei Guo; Hao Chen 011; Qingye Wang; Yufei Xu; Qiming Zhang 001; et al. (CoRR, 2023)

Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. - Di Wang 023; Jing Zhang 037; Bo Du 001; Dacheng Tao; Liangpei Zhang 001 (CoRR, 2023)

DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space. - Haonan Guo; Bo Du 001; Chen Wu 003; Chengxi Han; Liangpei Zhang 001 (CoRR, 2023)

Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision. - Haonan Guo; Bo Du 001; Chen Wu 003; Xin Su 003; Liangpei Zhang 001 (CoRR, 2023)

Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction. - Haonan Guo; Xin Su 003; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (CoRR, 2023)

Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. - Wei He 003; Jiepan Li; Weinan Cao; Liangpei Zhang 001; Hongyan Zhang 001 (CoRR, 2023)

A Unified Remote Sensing Anomaly Detector Across Modalities and Scenes via Deviation Relationship Learning. - Jingtao Li; Xinyu Wang 003; Hengwei Zhao; Liangpei Zhang 001; Yanfei Zhong (CoRR, 2023)

Learning transformer-based heterogeneously salient graph representation for multimodal fusion classification of hyperspectral image and LiDAR data. - Jiaqi Yang 005; Bo Du 001; Liangpei Zhang 001 (CoRR, 2023)

SAR Image Compression Based on Multi-Resblock and Global Context. - Chuan Fu; Bo Du 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. - Dehui Zhu; Bo Du 001; Meiqi Hu; Yanni Dong; Liangpei Zhang 001 (Neural Networks, 2023)

MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. - Shi Chen; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing. - Chunyang Cui; Xinyu Wang 003; Shaoyu Wang 003; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2023)

Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing. - Chunyang Cui; Yanfei Zhong; Xinyu Wang 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images. - Haonan Guo; Xin Su 003; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. - Lei Hu 001; Wei He 003; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval. - Zhenghao Li; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images. - Shuang Luo; Huifang Li 001; Yiqiu Li; Chenglin Shao; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR Data. - Lei Shi 005; Le Yang; Weidong Sun; Jie Yang 040; Pingxiang Li; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge Distillation. - Chen Sun; Xinyu Wang 003; Zhenqi Liu; Yuting Wan; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2023)

Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band Selection. - Yuting Wan; Chao Chen 029; Ailong Ma; Liangpei Zhang 001; Xunqiang Gong; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2023)

Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model. - Di Wang 023; Qiming Zhang 001; Yufei Xu; Jing Zhang 037; Bo Du 001; Dacheng Tao; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. - Jue Wang 011; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Deep Blind Super-Resolution for Satellite Video. - Yi Xiao 003; Qiangqiang Yuan; Qiang Zhang 011; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Adversarial Divergence Training for Universal Cross-Scene Classification. - Sihan Zhu; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Binary Change Guided Hyperspectral Multiclass Change Detection. - Meiqi Hu; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2023)

DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. - Di Wang 023; Jing Zhang 037; Bo Du 001; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Image Process., 2023)

Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI Classification. - Jiaqi Yang 005; Bo Du 001; Yonghao Xu; Liangpei Zhang 001 (IEEE Trans. Image Process., 2023)

Self-Ensembling GAN for Cross-Domain Semantic Segmentation. - Yonghao Xu; Fengxiang He; Bo Du 001; Dacheng Tao; Liangpei Zhang 001 (IEEE Trans. Multim., 2023)

Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery. - Dehui Zhu; Bo Du 001; Yanni Dong; Liangpei Zhang 001 (IEEE Trans. Multim., 2023)

ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. - Hongyan Zhang 001; Manhui Lin; Guangyi Yang; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of China. - Yinhe Liu; Yanfei Zhong; Ailong Ma; Ji Zhao 006; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

An Accurate UAV 3-D Path Planning Method for Disaster Emergency Response Based on an Improved Multiobjective Swarm Intelligence Algorithm. - Yuting Wan; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Cybern., 2023)

From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution. - Yi Xiao 003; Qiangqiang Yuan; Kui Jiang; Jiang He; Yuan Wang 024; Liangpei Zhang 001 (Inf. Fusion, 2023)

Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. - Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Spectral super-resolution meets deep learning: Achievements and challenges. - Jiang He; Qiangqiang Yuan; Jie Li 022; Yi Xiao 003; Denghong Liu; Huanfeng Shen; Liangpei Zhang 001 (Inf. Fusion, 2023)

Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection. - Qiang Zhang 011; Jian Zhu; Yan Huang; Qiangqiang Yuan; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. - Zhuo Zheng; Yanfei Zhong; Junjue Wang; Ailong Ma; Liangpei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. - Sunan Shi; Yanfei Zhong; Yinhe Liu; Jue Wang 011; Yuting Wan; Ji Zhao 006; Pengyuan Lv; Liangpei Zhang 001; Deren Li (Int. J. Digit. Earth, 2023)

Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. - Nan Xue 001; Tianfu Wu 001; Song Bai 001; Fu-Dong Wang 001; Gui-Song Xia; Liangpei Zhang 001; Philip H. S. Torr (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. - Haonan Guo; Xin Su 003; Chen Wu 003; Bo Du 001; Liangpei Zhang 001; Deren Li (IGARSS, 2024)

Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. - He Huang; Jiepan Li; Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2024)

A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill. - Lei Lei; Yang Pan; Xinyu Wang 003; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2024)

Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. - Jiepan Li; He Huang; Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2024)

Knowledge-Guided Satellite Image Time Series Classification Network for Crop Mapping. - Xiaolei Qin; Xin Su 003; Liangpei Zhang 001 (IGARSS, 2024)

Segment Any Change. - Zhuo Zheng; Yanfei Zhong; Liangpei Zhang 001; Stefano Ermon (NeurIPS, 2024)

REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video tracking. - Yuzeng Chen; Yuqi Tang; Qiangqiang Yuan; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE. - Lingyu Sun; Yuxin Lou; Qian Shi 001; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining. - Di Wang 023; Jing Zhang 037; Minqiang Xu; Lin Liu; Dongsheng Wang 006; Erzhong Gao; Chengxi Han; Haonan Guo; Bo Du 001; Dacheng Tao; Liangpei Zhang 001 (CoRR, 2024)

SITSMamba for Crop Classification based on Satellite Image Time Series. - Xiaolei Qin; Xin Su 003; Liangpei Zhang 001 (CoRR, 2024)

Selective Transformer for Hyperspectral Image Classification. - Yichu Xu; Di Wang 023; Lefei Zhang; Liangpei Zhang 001 (CoRR, 2024)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. - Ziyang Gong; Zhixiang Wei; Di Wang 023; Xianzheng Ma; Hongruixuan Chen; Yuru Jia; Yupeng Deng 002; Zhenming Ji; Xiangwei Zhu; Naoto Yokoya; Jing Zhang 001; Bo Du 001; et al. (CoRR, 2024)

STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. - He Huang; Wei He 003; Hongyan Zhang 001; Yu Xia; Liangpei Zhang 001 (Inf. Fusion, 2024)

PhDnet: A novel physic-aware dehazing network for remote sensing images. - Ziyang Lihe; Jiang He; Qiangqiang Yuan; Xianyu Jin; Yi Xiao 003; Liangpei Zhang 001 (Inf. Fusion, 2024)

Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. - Sihan Zhu; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (Neural Networks, 2024)

Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. - Dehui Zhu; Ping Zhong 001; Bo Du 001; Liangpei Zhang 001 (Neural Networks, 2024)

Hybrid-context-based multi-prior entropy modeling for learned lossless image compression. - Chuan Fu; Bo Du 001; Liangpei Zhang 001 (Pattern Recognit., 2024)

Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images. - Zhengshun Du; Xinghua Li 002; Jianhao Miao; Yanyuan Huang; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. - Di Wang 023; Jing Zhang 037; Minqiang Xu; Lin Liu; Dong-Sheng Wang 006; Erzhong Gao; Chengxi Han; Haonan Guo; Bo Du 001; Dacheng Tao; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Efficient Rural Building Segmentation via a Multilevel Decoding Network. - Bowen Xu; Liang Dong; Gui-Song Xia; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking. - Yuzeng Chen; Qiangqiang Yuan; Yuqi Tang; Yi Xiao 003; Jiang He; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF Classifier. - Chuan Fu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

ReSC-net: Hyperspectral Image Classification Based on Attention-Enhanced Residual Module and Spatial-Channel Attention. - Chuan Fu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction. - Haonan Guo; Xin Su 003; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

PhenoCropNet: A Phenology-Aware-Based SAR Crop Mapping Network for Cloudy and Rainy Areas. - Lei Lei; Xinyu Wang 003; Xin Hu; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2024)

UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. - Jiepan Li; Wei He 003; Weinan Cao; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target Detection. - Chenxing Li; Dehui Zhu; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking. - Zhenqi Liu; Yanfei Zhong; Guorui Ma; Xinyu Wang 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. - Mi Song; Yanfei Zhong; Ailong Ma; Da He; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

MAT-Net: Multiscale Aggregation Transformer Network for Hyperspectral Unmixing. - Pengrui Wang; Rong Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Contrastive Scene Change Representation Learning for High-Resolution Remote Sensing Scene Change Detection. - Jue Wang 011; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Semantic Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. - Jue Wang 011; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. - Yi Xiao 003; Qiangqiang Yuan; Kui Jiang; Jiang He; Xianyu Jin; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Occlusion-Aware Road Extraction Network for High-Resolution Remote Sensing Imagery. - Ruoyu Yang; Yanfei Zhong; Yinhe Liu; Xiaoyan Lu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Cross-Station Continual Aurora Image Classification. - Yanfei Zhong; Jingjun Yi; Richen Ye; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment. - Sihan Zhu; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. - Shi Chen; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Image Process., 2024)

SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing Images. - Haonan Guo; Xin Su 003; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2024)

TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution. - Yi Xiao 003; Qiangqiang Yuan; Kui Jiang; Jiang He; Chia-Wen Lin; Liangpei Zhang 001 (IEEE Trans. Image Process., 2024)

ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification. - Jiaqi Yang 005; Bo Du 001; Di Wang 023; Liangpei Zhang 001 (IEEE Trans. Image Process., 2024)

Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation network. - Sunan Shi; Yanfei Zhong; Yinhe Liu; Liangpei Zhang 001; Deren Li (Urban Inform., 2024)

Robust Self-Ensembling Network for Hyperspectral Image Classification. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. - Yi Xiao 003; Qiangqiang Yuan; Kui Jiang; Xianyu Jin; Jiang He; Liangpei Zhang 001; Chia-Wen Lin (IEEE Trans. Circuits Syst. Video Technol., 2024)

E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network Architecture. - Yuting Wan; Yanfei Zhong; Ailong Ma; Junjue Wang; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing Imagery. - Dingyuan Chen; Yanfei Zhong; Ailong Ma; Zhuo Zheng; Liangpei Zhang 001 (IEEE Trans. Cybern., 2024)

Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. - Dehui Zhu; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. - Jing Sun; Qiangqiang Yuan; Huanfeng Shen; Jie Li 022; Liangpei Zhang 001 (Sensors, 2024)

Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification. - Di Wang 023; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. - Di Wang 023; Bo Du 001; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model. - Jiaqi Yang 005; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Remote sensing image super-resolution via cross-scale hierarchical transformer. - Yi Xiao 003; Qiangqiang Yuan; Jiang He; Liangpei Zhang 001 (Geo spatial Inf. Sci., 2024)

Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. - Zhuo Zheng; Yanfei Zhong; Ailong Ma; Liangpei Zhang 001 (Int. J. Comput. Vis., 2024)

Spatiotemporal masked pre-training for advancing crop mapping on satellite image time series with limited labels. - Xiaolei Qin; Haonan Guo; Xin Su 003; Zhenghui Zhao; Di Wang 023; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions. - Yuzeng Chen; Qiangqiang Yuan; Yuqi Tang; Yi Xiao 003; Jiang He; Te Han; Zhenqi Liu; Liangpei Zhang 001 (Inf. Fusion, 2025)

Ada4DIR: An adaptive model-driven all-in-one image restoration network for remote sensing images. - Ziyang Lihe; Qiangqiang Yuan; Jiang He; Xianyu Jin; Yi Xiao 003; Yuzeng Chen; Huanfeng Shen; Liangpei Zhang 001 (Inf. Fusion, 2025)

Dual selective fusion transformer network for hyperspectral image classification. - Yichu Xu; Di Wang 023; Lefei Zhang; Liangpei Zhang 001 (Neural Networks, 2025)

Bidirectional-Aware Network Combining Transformer and Mamba for Hyperspectral Image Denoising. - Cheng Chen; Jie Li 022; Xinxin Liu 002; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

ACR-Net: Adaptive Correlation Refined Hyperspectral Unmixing. - Meiqi Hu; Chen Wu 003; Rong Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning. - Jing Sun; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Diffpurifier: An Optical and SAR Image Change Detection Method Based on Diffusion Purification. - Yiquan Xu; Xin Su 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Hyperspectral Video Tracking With Spectral-Spatial Fusion and Memory Enhancement. - Yuzeng Chen; Qiangqiang Yuan; Hong Xie 002; Yuqi Tang; Yi Xiao 003; Jiang He; Renxiang Guan; Xinwang Liu 002; Liangpei Zhang 001 (IEEE Trans. Image Process., 2025)

Cyclic Cross-Modality Interaction for Hyperspectral and Multispectral Image Fusion. - Shi Chen; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities. - Tao Chen 004; Liang Lv; Di Wang 023; Jing Zhang 037; Yue Yang; Zeyang Zhao; Chen Wang 026; Xiaowei Guo; Hao Chen 011; Qingye Wang; Yufei Xu; Qiming Zhang 001; et al. (ACM Comput. Surv., 2025)

Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. - Zhuo Zheng; Stefano Ermon; Dongjun Kim; Liangpei Zhang 001; Yanfei Zhong (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks. - Yi Xiao 003; Qiangqiang Yuan; Kui Jiang; Qiang Zhang 011; Tingting Zheng; Chia-Wen Lin; Liangpei Zhang 001 (CoRR, 2025)

Model Hemorrhage and the Robustness Limits of Large Language Models. - Ziyang Ma; Zuchao Li; Lefei Zhang; Gui-Song Xia; Bo Du 001; Liangpei Zhang 001; Dacheng Tao (CoRR, 2025)

A Mechanism-Learning Deeply Coupled Model for Remote Sensing Retrieval of Global Land Surface Temperature. - Tian Xie; Menghui Jiang; Huanfeng Shen; Huifang Li 001; Chao Zeng 001; Jun Ma; Guanhao Zhang; Liangpei Zhang 001 (CoRR, 2025)

MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification. - Yichu Xu; Di Wang 023; Hongzan Jiao; Lefei Zhang; Liangpei Zhang 001 (CoRR, 2025)

TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series. - Xiaolei Qin; Di Wang 023; Jing Zhang 001; Fengxiang Wang 004; Xin Su 003; Bo Du 001; Liangpei Zhang 001 (CoRR, 2025)

SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images. - Dongchen Si; Di Wang 023; Erzhong Gao; Xiaolei Qin; Liu Zhao; Jing Zhang; Minqiang Xu; Jianbo Zhan; Jianshe Wang; Lin Liu; Bo Du 001; Liangpei Zhang 001 (CoRR, 2025)

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. - Di Wang 023; Meiqi Hu; Yao Jin; Yuchun Miao; Jiaqi Yang 005; Yichu Xu; Xiaolei Qin; Jiaqi Ma 002; Lingyu Sun; Chenxing Li; Chuan Fu; Hongruixuan Chen; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2025)