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)

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)

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)

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)

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)

Simulation of Low-Resolution Panchromatic Images by Multivariate Linear Regression for Pan-Sharpening IKONOS Imageries. - Zhongwu Wang; Shunxi Liu; Shucheng You; Xin Huang 002 (IEEE Geosci. Remote. Sens. Lett., 2010)

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

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)

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)

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)

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)

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)

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

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)

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)

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)

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)

A novel relearning approach for remote sensing image classification post-processing. - Xin Huang 002; Qikai Lu (IGARSS, 2014)

A novel multi-index learning approach for urban classification of high-resolution images. - Xin Huang 002; Qikai Lu (IGARSS, 2014)

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

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)

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)

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)

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)

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter. - Wenzhi Liao; Xin Huang 002; Frieke Van Coillie; Guy Thoonen; Aleksandra Pizurica; Paul Scheunders; Wilfried Philips (WHISPERS, 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)

Fully Constrained Least Squares for Antarctic Sea Ice Concentration Estimation Utilizing Passive Microwave Data. - Tingting Liu 007; Yanxia Liu; Xin Huang 002; Zemin Wang (IEEE Geosci. Remote. Sens. Lett., 2015)

Improving Backscatter Intensity Calibration for Multispectral LiDAR. - Shuo Shi; Shalei Song; Wei Gong 004; Lin Du; Bo Zhu 003; Xin Huang 002 (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)

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)

Classification of Ultra-High Resolution Orthophotos Combined with DSM Using a Dual Morphological Top Hat Profile. - Qian Zhang; Rongjun Qin; Xin Huang 002; Yong Fang 002; Liang Liu 009 (Remote. Sens., 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)

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)

Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest. - Wenzhi Liao; Xin Huang 002; Frieke Van Coillie; Sidharta Gautama; Aleksandra Pizurica; Wilfried Philips; Hui Liu; Tingting Zhu 004; Michal Shimoni; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Object-Based 3-D Building Change Detection on Multitemporal Stereo Images. - Rongjun Qin; Xin Huang 002; Armin Gruen; Gerhard Schmitt (IEEE J. Sel. Top. Appl. Earth Obs. 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)

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

LiDAR information extraction by attribute filters with partial reconstruction. - Wenzhi Liao; Mauro Dalla Mura; Xin Huang 002; Jocelyn Chanussot; Sidharta Gautama; Paul Scheunders; Wilfried Philips (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)

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)

Spatial regularization of pixel-based classification maps by a two-step MRF method. - Leiguang Wang; Qinling Dai; Xin Huang 002 (IGARSS, 2016)

Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images. - Bo Wu 019; Yong Zhu; Xin Huang 002; Jiayi Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2016)

A novel water index for urban high-resolution eight-band WorldView-2 imagery. - Cong Xie; Xin Huang 002; Wenxian Zeng; Xing Fang (Int. J. Digit. Earth, 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)

Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data. - Xin Huang 002; Qingyu Li; Hui Liu; Jiayi Li 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)

A Morphological Building Detection Framework for High-Resolution Optical Imagery Over Urban Areas. - Qian Zhang 003; Xin Huang 002; Guixu Zhang (IEEE Geosci. Remote. Sens. Lett., 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)

Feature Extraction of Hyperspectral Images With Semisupervised Graph Learning. - Renbo Luo; Wenzhi Liao; Xin Huang 002; Youguo Pi; Wilfried Philips (IEEE J. Sel. Top. Appl. Earth Obs. 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)

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)

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. - Xiang Xu 002; Jun Li 009; Xin Huang 002; Mauro Dalla Mura; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2016)

Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery. - Dawei Wen; Hui Liu; Jiayi Li 001; Xin Huang 002 (JURSE, 2017)

Information extraction from remote sensing imagery. - Xin Huang 002; Jiayi Li 001; Wenzhi Liao; Jocelyn Chanussot (Geo spatial Inf. Sci., 2017)

Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing. - Long Li 004; Xin Huang 002; Jiayi Li 001; Dawei Wen (Remote. Sens., 2017)

The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China. - Hui Liu; Xin Huang 002; Dawei Wen; Jiayi Li 001 (Remote. Sens., 2017)

Urbanization Effects on Vegetation and Surface Urban Heat Islands in China's Yangtze River Basin. - Rui Yao; Lunche Wang; Xuan Gui; Yukun Zheng; Haoming Zhang; Xin Huang 002 (Remote. Sens., 2017)

Investigation of Urbanization Effects on Land Surface Phenology in Northeast China during 2001-2015. - Rui Yao; Lunche Wang; Xin Huang 002; Xian Guo; Zigeng Niu; Hongfu Liu (Remote. Sens., 2017)

Urban Area Extraction by Regional and Line Segment Feature Fusion and Urban Morphology Analysis. - Qian Zhang 003; Xin Huang 002; Guixu Zhang (Remote. Sens., 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)

Centralized Collaborative Sparse Unmixing for Hyperspectral Images. - Rui Wang 090; Heng-Chao Li 001; Wenzhi Liao; Xin Huang 002; 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)

Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression. - Tao Zhang 040; Xin Huang 002; Dawei Wen; Jiayi Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Novel Building Detection Method Using zy-3 Multi-Angle Imagery Over Urban Areas. - Huijun Chen; Xin Huang 002; Jiayi Li 001; Jianya Gong; Chun Liu (IGARSS, 2018)

Building Area Extraction from High-Resoluton Satellite Imagery Based on Morphological Building Index. - Chun Liu; Xin Huang 002; Huijun Chen; Jiansi Yang; Jianya Gong (IGARSS, 2018)

Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015. - Cong Xie; Xin Huang 002; Leiguang Wang; Xing Fang; Wenzhi Liao (Int. J. Digit. Earth, 2018)

Monitoring of Urban Impervious Surfaces Using Time Series of High-Resolution Remote Sensing Images in Rapidly Urbanized Areas: A Case Study of Shenzhen. - Tao Zhang 040; Xin Huang 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. - Lefei Zhang; Qian Zhang 009; Bo Du 001; Xin Huang 002; Yuan Yan Tang; Dacheng Tao (IEEE Trans. Cybern., 2018)

Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method. - Xin Huang 002; Ting Hu 003; Jiayi Li 001; Qing Wang 058; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2018)

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval. - Yansheng Li 001; Yongjun Zhang 002; Xin Huang 002; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks. - Yansheng Li 001; Yongjun Zhang 002; Xin Huang 002; Hu Zhu; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

An Active Relearning Framework for Remote Sensing Image Classification. - Qian Shi 001; Xiaoping Liu 001; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2018)

A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery. - Ting Hu 003; Xin Huang 002; Jiayi Li 001; Jón Atli Benediktsson; Jiansi Yang; Jianya Gong (IGARSS, 2019)

Urban expansion patterns of 291 Chinese cities, 1990-2015. - Xin Huang 002; Jiahao Xia 002; Rui Xiao; Tao He 002 (Int. J. Digit. Earth, 2019)

Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery. - Xin Huang 002; Jiayi Li 001; Francesca Bovolo; Qi Wang 009 (Remote. Sens., 2019)

Monitoring 3D Building Change and Urban Redevelopment Patterns in Inner City Areas of Chinese Megacities Using Multi-View Satellite Imagery. - Dawei Wen; Xin Huang 002; Anlu Zhang; Xinli Ke (Remote. Sens., 2019)

Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data. - Xin Huang 002; X. X. Zhu; Fabio Dell'Acqua; Mathieu Fauvel; Mauro Dalla Mura; Fabrizio Lombardini (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery. - Jiayi Li 001; Xin Huang 002; Ting Hu 003; Xiuping Jia; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2019)

Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF). - Qingyu Li; Yilei Shi; Xin Huang 002; Xiao Xiang Zhu 001 (CoRR, 2020)

Impact of land-cover layout on particulate matter 2.5 in urban areas of China. - Jiayi Li 001; Xin Huang 002 (Int. J. Digit. Earth, 2020)

Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF). - Qingyu Li; Yilei Shi; Xin Huang 002; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD. - Lilin Tu; Jiayi Li 001; Xin Huang 002 (IGARSS, 2021)

An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach. - Xin Huang 002; Jiongyi Huang; Dawei Wen; Jiayi Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Mapping and analyzing the local climate zones in China's 32 major cities using Landsat imagery based on a novel convolutional neural network. - Xin Huang 002; Anling Liu; Jiayi Li 001 (Geo spatial Inf. Sci., 2021)

Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning. - Xin Huang 002; Qiquan Yang; Junjing Yang (Geo spatial Inf. Sci., 2021)

A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas. - Xin Huang 002; Shuang Li; Jiayi Li 001; Xiuping Jia; Jun Li 009; Xiao Xiang Zhu 001; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2021)

A Robust Method for Filling the Gaps in MODIS and VIIRS Land Surface Temperature Data. - Rui Yao; Lunche Wang; Xin Huang 002; Liang Sun; Ruiqing Chen; Xiaojun Wu 001; Wei Zhang; Zigeng Niu (IEEE Trans. Geosci. Remote. Sens., 2021)

Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set. - Dongrui Li; Jiayi Li 001; Xin Huang 002 (IGARSS, 2022)

Toward accurate mapping of 30-m time-series global impervious surface area (GISA). - Xin Huang 002; Yihong Song; Jie Yang; Wenrui Wang; Huiqun Ren; Mengjie Dong; Yujin Feng; Haidan Yin; Jiayi Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification. - Jiayi Li 001; Xin Huang 002; Lilin Tu (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data. - Jiayi Li 001; Ben Zhang; Xin Huang 002 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. - Zhuohong Li; Fangxiao Lu; Hongyan Zhang 001; Lilin Tu; Jiayi Li 001; Xin Huang 002; Caleb Robinson; Nikolay Malkin; Nebojsa Jojic; Pedram Ghamisi; Ronny Hänsch; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Mapping High-Resolution Global Impervious Surface Area: Status and Trends. - Huiqun Ren; Yu Liu; Xiaoyu Chang; Jie Yang; Xiao Xiao; Xin Huang 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification. - Xin Huang 002; Mengjie Dong; Jiayi Li 001; Xian Guo (IEEE Trans. Geosci. Remote. Sens., 2022)

A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction. - Jiayi Li 001; Xin Huang 002; Yujin Feng; Zhen Ji; Shulei Zhang; Dawei Wen (IEEE Trans. Geosci. Remote. Sens., 2023)

TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection. - Yang Qu; Jiayi Li 001; Xin Huang 002; Dawei Wen (IEEE Trans. Geosci. Remote. Sens., 2023)

DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land. - Zhen Zhang 067; Xin Huang 002; Jiayi Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Semisupervised Change Detection With Feature-Prediction Alignment. - Xueting Zhang; Xin Huang 002; Jiayi Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection. - Xu Zhang; Xin Huang 002; Jiayi Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

MFVNet: a deep adaptive fusion network with multiple field-of-views for remote sensing image semantic segmentation. - Yansheng Li 001; Wei Chen 089; Xin Huang 002; Zhi Gao; Siwei Li; Tao He 002; Yongjun Zhang 002 (Sci. China Inf. Sci., 2023)

Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet. - Yue Xu; Jianya Gong; Xin Huang 002; Xiangyun Hu; Jiayi Li 001; Qiang Li; Min Peng (Geo spatial Inf. Sci., 2023)

GBSS: A Global Building Semantic Segmentation Dataset for Large-Scale Remote Sensing Building Extraction. - Yuping Hu; Xin Huang 002; Jiayi Li 001; Zhen Zhang 067 (IGARSS, 2024)

Enhancing Inter-Class Discrimination for Domain Adaptation of Change Detection. - Xueting Zhang; Xin Huang 002; Jiayi Li 001; Jie Yang; Leiguang Wang; Xing Xie 001 (IGARSS, 2024)

CaSaFormer: A cross- and self-attention based lightweight network for large-scale building semantic segmentation. - Jiayi Li 001; Yuping Hu; Xin Huang 002 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Adaptive Self-Paced Collaborative and 3-D Adversarial Multitask Network for Semantic Change Detection Using Zhuhai-1 Orbita Hyperspectral Remote Sensing Imagery. - Dawei Wen; Xin Huang 002; Qiquan Yang; Jianqin Tang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Stepwise Refining Image-Level Weakly Supervised Semantic Segmentation Method for Detecting Exposed Surface for Buildings (ESB) From Very High-Resolution Remote Sensing Images. - Xin Huang 002; Wenrui Wang; Jiayi Li 001; Leiguang Wang; Xing Xie 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization. - Xin Huang 002; Shulei Zhang; Jiayi Li 001; Leiguang Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images. - Lilin Tu; Jiayi Li 001; Xin Huang 002; Jianya Gong; Xing Xie 001; Leiguang Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

A Cross-Angle Propagation Network for Built-Up Area Extraction by Fusing Spatial-Spectral-Angular Features From the ZY-3 Multiview Satellite Imagery: Dataset and Analysis of China's 41 Major Cities. - Renxiang Zuo; Xin Huang 002; Jiayi Li 001; Xiaofeng Pan (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery. - Xiyao Li; Jiayi Li 001; Jie Jiang; Xiaofeng Pan; Xin Huang 002 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

STSNet: A cross-spatial resolution multi-modal remote sensing deep fusion network for high resolution land-cover segmentation. - Beibei Yu; Jiayi Li 001; Xin Huang 002 (Inf. Fusion, 2025)