A kernel based nonlinear subspace projection method for reduction of hyperspectral image dimensionality. - Yanfeng Gu; Ye Zhang 008; Junping Zhang (ICIP (2), 2002)

Unsupervised subspace linear spectral mixture analysis for hyperspectral images. - Yanfeng Gu; Ye Zhang 008 (ICIP (1), 2003)

Kernel-based invariant subspace method for hyperspectral target detection. - Ye Zhang 008; Yanfeng Gu (ICASSP (5), 2004)

A Selective Kernel PCA Algorithm for Anomaly Detection in Hyperspectral Imagery. - Yanfeng Gu; Ying Liu; Ye Zhang 008 (ICASSP (2), 2006)

Hyperspectral Feature Extraction using Selective PCA based on Genetic Algorithm with Subgroups. - Ying Liu; Yanfeng Gu; Ye Zhang 008 (ICICIC (3), 2006)

Unmixing Component Analysis for Anomaly Detection in Hyperspectral Imagery. - Yanfeng Gu; Ye Zhang 008; Ying Liu (ICIP, 2006)

Target Detection For Hyperspectral Images Using ICA-Based Feature Extraction. - Chunye Wang; Junping Zhang; Yanfeng Gu (IGARSS, 2006)

A Selective KPCA Algorithm Based on High-Order Statistics for Anomaly Detection in Hyperspectral Imagery. - Yanfeng Gu; Ying Liu; Ye Zhang 008 (IEEE Geosci. Remote. Sens. Lett., 2008)

Integration of Spatial-Spectral Information for Resolution Enhancement in Hyperspectral Images. - Yanfeng Gu; Ye Zhang 008; Junping Zhang (IEEE Trans. Geosci. Remote. Sens., 2008)

Particle Swarm Optimization with Powell's Direction Set Method for Remote Sensing Image Registration. - Ye Zhang 008; Yan Guo; Yanfeng Gu; Weizhi Zhong (ICNC (4), 2009)

Kernel Regression-based Background Predicting Method for Target Detection in SAR Image. - Yanfeng Gu; Xing Liu; Jinglong Han; Ye Zhang 008 (IGARSS (4), 2009)

Resolution Enhancement of Hyperspectral Images using a Learning-based Super-resolution Mapping Technique. - Fereidoun A. Mianji; Ye Zhang 008; Yanfeng Gu (IGARSS (3), 2009)

Spatial-spectral Data Fusion for Resolution Enhancement of Hyperspectral Imagery. - Fereidoun A. Mianji; Ye Zhang 008; Yanfeng Gu; Asad Babakhani (IGARSS (3), 2009)

Robust Feature Matching and Selection Methods for Multisensor Image Registration. - Ye Zhang 008; Yan Guo; Yanfeng Gu (IGARSS (3), 2009)

A Kernel-Based Nonparametric Regression Method for Clutter Removal in Infrared Small-Target Detection Applications. - Yanfeng Gu; Chen Wang; BaoXue Liu; Ye Zhang 008 (IEEE Geosci. Remote. Sens. Lett., 2010)

A novel algorithm for modifying echocardiographic particle image velocimetry flow field. - Yanfeng Gu; Zhaoyu Cui; Xiao Yu; Lanfeng Wang; Chunhong Xiu (BMEI, 2011)

Detail-preserving despeckling under multiscale anisotropic diffusion in medical ultrasound images. - Yanfeng Gu; Xiao Yu; Zhaoyu Cui; Lanfeng Wang; Chunhong Xiu (BMEI, 2011)

MUlti information based Ground Control Points selection method. - Yanfeng Gu; Zhimin Cao; Ye Zhang 008; Xiangrong Zhang (IGARSS, 2011)

A self-adjustive geometric correction method for seriously oblique aero image. - Chunyuan Wang; Ye Zhang 008; Pigang Liu; Qi Xu; Yanfeng Gu (IGARSS, 2011)

Enhanced Self-Training Superresolution Mapping Technique for Hyperspectral Imagery. - Fereidoun A. Mianji; Yanfeng Gu; Ye Zhang 008; Junping Zhang (IEEE Geosci. Remote. Sens. Lett., 2011)

Kernel-based regularized-angle spectral matching for target detection in hyperspectral imagery. - Yanfeng Gu; Chen Wang; Shizhe Wang; Ye Zhang 008 (Pattern Recognit. Lett., 2011)

L1-graph semisupervised learning for hyperspectral image classification. - Yanfeng Gu; Kai Feng (IGARSS, 2012)

Multiple-kernel learning-based unmixing algorithm for estimation of cloud fractions with MODIS and CloudSat data. - Yanfeng Gu; Shizhe Wang; Tao Shi; Yinghui Lu; Eugene E. Clothiaux; Bin Yu 001 (IGARSS, 2012)

Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery. - Yanfeng Gu; Chen Wang; Di You; Yuhang Zhang 002; Shizhe Wang; Ye Zhang 008 (IEEE Trans. Geosci. Remote. Sens., 2012)

A novel model for building information acquisition optimization technology of remote sensing observation. - Nan Su 001; Ye Zhang 008; Yiming Yan; Yanfeng Gu (IGARSS, 2013)

Spatial-spectral multiple kernel learning for hyperspectral image classification. - Yanfeng Gu; Kai Feng; Hong Wang (WHISPERS, 2013)

A new sparse multiple-kernel learning method for classification of hyperspectral imagery. - Yanfeng Gu; Kai Feng; Hong Wang (WHISPERS, 2013)

Rare signal component extraction based on kernel methods for anomaly detection in hyperspectral imagery. - Yanfeng Gu; Lin Zhang 011 (Neurocomputing, 2013)

Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification. - Yanfeng Gu; Kai Feng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery. - Yanfeng Gu; Shizhe Wang; Xiuping Jia (IEEE Trans. Geosci. Remote. Sens., 2013)

Linear discriminant multiple kernel learning for multispectral image classification. - Yanfeng Gu; Qingwang Wang; Pigang Liu; Deshan Zuo (ICIP, 2014)

Hyperspectral image classification with multiple kernel Boosting algorithm. - Yuting Wang; Yanfeng Gu; Guoming Gao; Qingwang Wang (ICIP, 2014)

Mapping of cloud thickness with MODIS and CloudSat data through multiple kernel learning. - Yanfeng Gu; Hong Wang; Pigang Liu; Qingwang Wang; Shizhe Wang (IGARSS, 2014)

Orientation estimation of building using DSM and optical images based on Zernike moments. - Shu Tian; Ye Zhang 008; Yiming Yan; Yanfeng Gu; Nan Xu (IGARSS, 2014)

Matched subspace detector based on sparse representation for target detection in hyperspectral imagery. - Yanfeng Gu; He Zheng; Guoming Gao (WHISPERS, 2014)

Ultrasound echocardiography despeckling with non-local means time series filter. - Yanfeng Gu; Zhaoyu Cui; Chunhong Xiu; Lanfeng Wang (Neurocomputing, 2014)

Deep Learning-Based Classification of Hyperspectral Data. - Yushi Chen 002; Zhouhan Lin; Xing Zhao 005; Gang Wang 012; Yanfeng Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Model Selection and Classification With Multiple Kernel Learning for Hyperspectral Images via Sparsity. - Yanfeng Gu; Guoming Gao; Deshan Zuo; Di You (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Three-Dimensional Reconstruction of Multiplatform Stereo Data With Variance Component Estimation. - Yanfeng Gu; Zhimin Cao; Ye Zhang 008 (IEEE Trans. Geosci. Remote. Sens., 2014)

L2, 0-norm regularization based feature selection for very high resolution remote sensing images. - Xi Chen 004; Yanfeng Gu; Ye Zhang 008; Yiming Yan (IGARSS, 2015)

A novel multiple kernel boosting method for hyperspectral image classification. - Huan Liu; Tianzhu Liu; Yanfeng Gu (IGARSS, 2015)

Building LiDAR point cloud denoising processing through sparse representation. - Bingqian Xie; Yanfeng Gu; Zhimin Cao (IGARSS, 2015)

Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014. - Guoming Gao; Huan Liu; Yanfeng Gu; Xiuping Jia (MultiTemp, 2015)

Discriminating multiple kernel learning for joint classification of optical and LiDAR data in urban area. - Qingwang Wang; Huan Liu; Yanfeng Gu (WHISPERS, 2015)

Hyperspectral target detection via exploiting spatial-spectral joint sparsity. - Yanfeng Gu; Yuting Wang; He Zheng; Yue Hu 003 (Neurocomputing, 2015)

Class-Specific Feature Selection With Local Geometric Structure and Discriminative Information Based on Sparse Similar Samples. - Xi Chen 004; Yanfeng Gu (IEEE Geosci. Remote. Sens. Lett., 2015)

Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery. - Yanfeng Gu; Qingwang Wang; Hong Wang; Di You; Ye Zhang 008 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification. - Yanfeng Gu; Qingwang Wang; Xiuping Jia; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2015)

A VHR scene classification method integrating sparse PCA and saliency computing. - Souleyman Chaib; Yanfeng Gu; Hongxun Yao; Sicheng Zhao (IGARSS, 2016)

Deep fusion of hyperspectral and LiDAR data for thematic classification. - Yushi Chen; Chunyang Li; Pedram Ghamisi; Chunyu Shi; Yanfeng Gu (IGARSS, 2016)

Improved neighborhood similar pixel interpolator for filling unsacn multi-temporal Landsat ETM+ data without reference. - Guoming Gao; Tianzhu Liu; Yanfeng Gu (IGARSS, 2016)

LiDAR point classification based on joint sparse representation in kernel space. - Bingqian Xie; Yanfeng Gu; Qingwang Wang; Huan Liu (IGARSS, 2016)

Discriminative graph-based dimensionality reduction for hyperspectral image classification. - Yanfeng Gu; Qingwang Wang (WHISPERS, 2016)

Sample-screening MKL method via boosting strategy for hyperspectral image classification. - Yanfeng Gu; Huan Liu (Neurocomputing, 2016)

An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification. - Souleyman Chaib; Yanfeng Gu; Hongxun Yao (IEEE Geosci. Remote. Sens. Lett., 2016)

Sparse Representation Denoising Framework for 3-D Building Reconstruction From Airborne LiDAR Data. - Zhimin Cao; Yanfeng Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification. - Yanfeng Gu; Tianzhu Liu; Xiuping Jia; Jón Atli Benediktsson; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2016)

Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification. - Tianzhu Liu; Yanfeng Gu; Xiuping Jia; Jón Atli Benediktsson; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2016)

Discriminative Multiple Kernel Learning for Hyperspectral Image Classification. - Qingwang Wang; Yanfeng Gu; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2016)

Multi-temporal images classification with evidential fusion of manifold alignment. - Meiling Zhang; Tianzhu Liu; Guoming Gao; Yanfeng Gu (IGARSS, 2017)

Recent developments and trends in point set registration methods. - Baraka Jacob Maiseli; Yanfeng Gu; Huijun Gao (J. Vis. Commun. Image Represent., 2017)

Deep Fusion of Remote Sensing Data for Accurate Classification. - Yushi Chen 002; Chunyang Li; Pedram Ghamisi; Xiuping Jia; Yanfeng Gu (IEEE Geosci. Remote. Sens. Lett., 2017)

Discriminative Graph-Based Fusion of HSI and LiDAR Data for Urban Area Classification. - Yanfeng Gu; Qingwang Wang (IEEE Geosci. Remote. Sens. Lett., 2017)

A hierarchical energy minimization method for building roof segmentation from airborne LiDAR data. - Yanfeng Gu; Zhimin Cao; Limin Dong (Multim. Tools Appl., 2017)

Deep Feature Fusion for VHR Remote Sensing Scene Classification. - Souleyman Chaib; Huan Liu; Yanfeng Gu; Hongxun Yao (IEEE Trans. Geosci. Remote. Sens., 2017)

Supervised Multiview Feature Selection Exploring Homogeneity and Heterogeneity With ℓ1, 2-Norm and Automatic View Generation. - Xi Chen 004; Gongjian Zhou; Yushi Chen; Guofan Shao; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2017)

Multitemporal Landsat Missing Data Recovery Based on Tempo-Spectral Angle Model. - Guoming Gao; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2017)

Multiple Kernel Learning for Hyperspectral Image Classification: A Review. - Yanfeng Gu; Jocelyn Chanussot; Xiuping Jia; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2017)

Multiple Kernel Sparse Representation for Airborne LiDAR Data Classification. - Yanfeng Gu; Qingwang Wang; Bingqian Xie (IEEE Trans. Geosci. Remote. Sens., 2017)

Superpixel-Based Intrinsic Image Decomposition of Hyperspectral Images. - Xudong Jin; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2017)

Multimorphological Superpixel Model for Hyperspectral Image Classification. - Tianzhu Liu; Yanfeng Gu; Jocelyn Chanussot; Mauro Dalla Mura (IEEE Trans. Geosci. Remote. Sens., 2017)

Tensor Matched Subspace Detector for Hyperspectral Target Detection. - Yongjian Liu; Guoming Gao; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2017)

Fast Mode Decision of Inter-Prediction for Enhancement Layer in SHVC. - Xin Lu 001; Chang Yu; Xuesong Jin; Yanfeng Gu (CSPS (1), 2018)

Improved Bit Allocation Using Distortion for the CTU-Level Rate Control in HEVC. - Xin Lu; Bixing Zhou; Xuesong Jin; Yanfeng Gu (CSPS (1), 2018)

A Fast Intra Coding Algorithm for Spatial Scalability in SHVC. - Xin Lu 001; Chang Yu; Yanfeng Gu; Graham R. Martin (ICIP, 2018)

Very High Resolution Image Scene Classification with Semantic Fisher Vectors. - Souleyman Chaib; Yanfeng Gu; Hongxun Yao; Khaled Belkadi (IGARSS, 2018)

Combine Reflectance with Shading Component for Hyperspectral Image Classification. - Xudong Jin; Yanfeng Gu (IGARSS, 2018)

Multi-Attribute Super-Tensor Model for Remote Sensing Image Classification with High Spatial Resolution. - Tianzhu Liu; Yanfeng Gu (IGARSS, 2018)

Cnn Based Renormalization Method for Ship Detection in Vhr Remote Sensing Images. - Tengfei Wang 001; Yanfeng Gu (IGARSS, 2018)

Joint Tensor Subspace Alignment on Multi-Angular Remote Sensing Image. - Tianshuai Li; Yanfeng Gu (WHISPERS, 2018)

Multispectral-lidar data fusion via multiple kernel learning for remote sensing classification. - Yukun Wang; Yanfeng Gu (WHISPERS, 2018)

Robust cost function for optimizing chamfer masks. - Baraka Jacob Maiseli; Lifei Bai; Xianqiang Yang 001; Yanfeng Gu; Huijun Gao (Vis. Comput., 2018)

Intrinsic Scene Properties From Hyperspectral Images and LiDAR. - Xudong Jin; Yanfeng Gu (CVPR Workshops, 2019)

A Small Infrared Target Detection Method Using Adaptive Local Contrast Measurement. - Jingli Yang; Yanfeng Gu; Zhen Sun; Zheng Cui (I2MTC, 2019)

Very High Resolution Image Scene Classification with Capsule Network. - Souleyman Chaib; Mohammed El Amin Larabi; Yanfeng Gu; Khadidja Bakhti; Moussa Sofiane Karoui (IGARSS, 2019)

Unsupervised Temporal-Adaptation with Multiple Geodesic Flow Kernels for Hyperspectral Image Classification. - Tianzhu Liu; Yanfeng Gu (IGARSS, 2019)

A Summary Of Super-Resolution For Satellite Videos Via Learning-Based Methods. - Huan Liu; Yanfeng Gu (WHISPERS, 2019)

Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences. - Suling Tan; Huan Liu; Yanfeng Gu; Jocelyn Chanussot (WHISPERS, 2019)

Two-Layer Slow Feature Analysis Network for Change Detection. - Min Yang; Meiling Zhang; Yanfeng Gu (WHISPERS, 2019)

Unsupervised Multitemporal Domain Adaptation With Source Labels Learning. - Baisen Liu; Guoming Gao; Yanfeng Gu (IEEE Geosci. Remote. Sens. Lett., 2019)

Deep Learning Ensemble for Hyperspectral Image Classification. - Yushi Chen 002; Ying Wang 028; Yanfeng Gu; Xin He 004; Pedram Ghamisi; Xiuping Jia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Tensorized Principal Component Alignment: A Unified Framework for Multimodal High-Resolution Images Classification. - Guoming Gao; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2019)

Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images. - Yanfeng Gu; Tianzhu Liu; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2019)

Intrinsic Image Recovery From Remote Sensing Hyperspectral Images. - Xudong Jin; Yanfeng Gu; Tianzhu Liu (IEEE Trans. Geosci. Remote. Sens., 2019)

Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning. - Tianzhu Liu; Xiangrong Zhang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2019)

Weak Target Detection in High-Resolution Remote Sensing Images by Combining Super-Resolution and Deformable FPN. - Yang Bai; Tongyuan Zou; Shujia Ye; Zhenqiang Qin; Guoming Gao; Yanfeng Gu (IGARSS, 2020)

Spatial-Spectral Smooth Graph Convolutional Network for Multispectral Point Cloud Classification. - Qingwang Wang; Xiangrong Zhang; Yanfeng Gu (IGARSS, 2020)

Deep feature extraction and motion representation for satellite video scene classification. - Yanfeng Gu; Huan Liu; Tengfei Wang 001; Shengyang Li; Guoming Gao (Sci. China Inf. Sci., 2020)

Detection of Event of Interest for Satellite Video Understanding. - Yanfeng Gu; Tengfei Wang 001; Xudong Jin; Guoming Gao (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank Regularizations. - Yue Hu 003; Xiaodi Li 003; Yanfeng Gu; Mathews Jacob (IEEE Trans. Geosci. Remote. Sens., 2020)

Region-Enhanced Convolutional Neural Network for Object Detection in Remote Sensing Images. - Jianjun Lei 001; Xiaowei Luo; Leyuan Fang; Mengyuan Wang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2020)

Satellite Video Super-Resolution Based on Adaptively Spatiotemporal Neighbors and Nonlocal Similarity Regularization. - Huan Liu; Yanfeng Gu; Tengfei Wang 001; Shengyang Li (IEEE Trans. Geosci. Remote. Sens., 2020)

A Discriminative Tensor Representation Model for Feature Extraction and Classification of Multispectral LiDAR Data. - Qingwang Wang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2020)

Vehicle Detection Using Deep Learning with Deformable Convolution. - Yuanhang Wang; Shujia Ye; Yang Bai; Guoming Gao; Yanfeng Gu (IGARSS, 2021)

Multimodal hyperspectral remote sensing: an overview and perspective. - Yanfeng Gu; Tianzhu Liu; Guoming Gao; Guangbo Ren; Yi Ma; Jocelyn Chanussot; Xiuping Jia (Sci. China Inf. Sci., 2021)

Rotation adaptive correlation filter for moving object tracking in satellite videos. - Shiyu Xuan; Shengyang Li; Zifei Zhao; Zhuang Zhou; Wanfeng Zhang; Hong Tan; Guisong Xia; Yanfeng Gu (Neurocomputing, 2021)

An Online Distributed Satellite Cooperative Observation Scheduling Algorithm Based on Multiagent Deep Reinforcement Learning. - Li Dalin; Wang Haijiao; Yang Zhen; Yanfeng Gu; Shi Shen (IEEE Geosci. Remote. Sens. Lett., 2021)

Key Region Extraction Via Scene Classification Model. - Tengfei Wang 001; Yanfeng Gu; Xiaopeng Zeng (IGARSS, 2022)

A New Radiometric Correction Method for Multiple UAV Multispectral Images Under Varying Illumination Condition. - Zhenqiang Qin; Yanfeng Gu (IGARSS, 2022)

A Method for Generating True Digital Orthophoto Map of UAV Platform Push-Broom Hyperspectral Scanners Assisted by Lidar. - Chen Wang; Yanfeng Gu (IGARSS, 2022)

Few-Shot Aircraft Detection in Satellite Videos Based on Feature Scale Selection Pyramid and Proposal Contrastive Learning. - Zhuang Zhou; Shengyang Li; Weilong Guo; Yanfeng Gu (Remote. Sens., 2022)

Satellite Video Intrinsic Decomposition. - Guoming Gao; Yanfeng Gu; Shengyang Li (IEEE Trans. Geosci. Remote. Sens., 2022)

Multitemporal Intrinsic Image Decomposition With Temporal-Spatial Energy Constraints for Remote Sensing Image Analysis. - Guoming Gao; Baisen Liu; Xiangrong Zhang; Xudong Jin; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

An Intensity-Independent Stereo Registration Method of Push-Broom Hyperspectral Scanner and LiDAR on UAV Platforms. - Yanfeng Gu; Chen Wang 060; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Intrinsic Image Decomposition With Enhanced Spatial Information. - Yanfeng Gu; Wen Xie; Xian Li 001; Xudong Jin (IEEE Trans. Geosci. Remote. Sens., 2022)

Integrating Coupled Dictionary Learning and Distance Preserved Probability Distribution Adaptation for Multispectral-Hyperspectral Image Collaborative Classification. - Bin Guo 015; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

Supervoxel-Based Intrinsic Scene Properties From Hyperspectral Images and LiDAR. - Xudong Jin; Yanfeng Gu; Tianzhu Liu; Wen Xie (IEEE Trans. Geosci. Remote. Sens., 2022)

Intrinsic Hyperspectral Image Decomposition With DSM Cues. - Xudong Jin; Yanfeng Gu; Wen Xie (IEEE Trans. Geosci. Remote. Sens., 2022)

Progressive Spatial-Spectral Joint Network for Hyperspectral Image Reconstruction. - Tianshuai Li; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

A Unified Multiview Spectral Feature Learning Framework for Hyperspectral Image Classification. - Xian Li 001; Yanfeng Gu; Aleksandra Pizurica (IEEE Trans. Geosci. Remote. Sens., 2022)

Spectral Reconstruction Network From Multispectral Images to Hyperspectral Images: A Multitemporal Case. - Tianshuai Li; Tianzhu Liu; Yukun Wang; Xian Li 001; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

Deep Joint Estimation Network for Satellite Video Super-Resolution With Multiple Degradations. - Huan Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images. - Tianzhu Liu; Yanfeng Gu; Wenyong Yu; Xiuping Jia; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Intrinsic Satellite Video Decomposition With Motion Target Energy Constraint. - Jialei Pan; Yanfeng Gu; Shengyang Li; Guoming Gao; Shaochuan Wu (IEEE Trans. Geosci. Remote. Sens., 2022)

An Illumination Estimation and Compensation Method for Radiometric Correction of UAV Multispectral Images. - Zhenqiang Qin; Xian Li 001; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

Satellite Video Scene Classification Using Low-Rank Sparse Representation Two-Stream Networks. - Tengfei Wang 001; Yanfeng Gu; Guoming Gao (IEEE Trans. Geosci. Remote. Sens., 2022)

Efficient Convolutional Neural Architecture Search for LiDAR DSM Classification. - Aili Wang 001; Dong Xue; Haibin Wu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

A Novel Low Rank Smooth Flat-Field Correction Algorithm for Hyperspectral Microscopy Imaging. - Yukun Wang; Yanfeng Gu; Xiaomei Li (IEEE Trans. Medical Imaging, 2022)

UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation. - Qingwang Wang; Cheng Yin; Haochen Song; Tao Shen 004; Yanfeng Gu (IEEE Geosci. Remote. Sens. Lett., 2023)

Recent Advances in Intelligent Processing of Satellite Video: Challenges, Methods, and Applications. - Shengyang Li; Xian Sun 001; Yanfeng Gu; Yixuan Lv; Manqi Zhao; Zhuang Zhou; Weilong Guo; Yuhan Sun 004; Han Wang 049; Jian Yang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Normalized Spatial-Spectral Supervoxel Segmentation Method for Multispectral Point Cloud Data. - Likun Chen; Yanfeng Gu; Xian Li 001; Xiangrong Zhang; Baisen Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Distilling Segmenters From CNNs and Transformers for Remote Sensing Images' Semantic Segmentation. - Zhe Dong; Guoming Gao; Tianzhu Liu; Yanfeng Gu; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

Spatial and Semantic Consistency Contrastive Learning for Self-Supervised Semantic Segmentation of Remote Sensing Images. - Zhe Dong; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2023)

Spectral Reconstruction From Satellite Multispectral Imagery Using Convolution and Transformer Joint Network. - Dakuan Du; Yanfeng Gu; Tianzhu Liu; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Intrinsic Decomposition Embedded Spectral Unmixing for Satellite Hyperspectral Images With Endmembers From UAV Platform. - Yanfeng Gu; Yanyuan Huang; Tianzhu Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Unsupervised Satellite Video Deep Intrinsic Decomposition Using Physical Prior Constraints. - Yanfeng Gu; Yuanhang Wang; Guoming Gao (IEEE Trans. Geosci. Remote. Sens., 2023)

A Spatial Alignment Method for UAV LiDAR Strip Adjustment in Nonurban Scenes. - Yanfeng Gu; Zhen Xiao; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Structure Preserved Discriminative Distribution Adaptation for Multihyperspectral Image Collaborative Classification. - Bin Guo 015; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2023)

A Multitask Benchmark Dataset for Satellite Video: Object Detection, Tracking, and Segmentation. - Shengyang Li; Zhuang Zhou; Manqi Zhao; Jian Yang; Weilong Guo; Yixuan Lv; Longxuan Kou; Han Wang 049; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2023)

A Robust Multispectral Point Cloud Generation Method Based on 3-D Reconstruction From Multispectral Images. - Chen Wang 060; Yanfeng Gu; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Quantitative Inversion of Oil Film Thickness Based on Airborne Hyperspectral Data Using the 1DCNN_GRU Model. - Meiqi Wang; Junfang Yang; Shanwei Liu; Yanfeng Gu; Mingming Xu 001; Yi Ma 004; Jie Zhang 019; Jianhua Wan (IEEE Trans. Geosci. Remote. Sens., 2023)

Hyperspectral Intrinsic Image Decomposition Based on Physical Prior-Driven Unsupervised Learning. - Wen Xie; Yanfeng Gu; Tianzhu Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Shadow-Less Intrinsic Hyperspectral Point Cloud Generation From HSIs and LiDAR. - Wen Xie; Xudong Jin; Yanfeng Gu; Tianzhu Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Superpixel Consistency Saliency Map Generation for Weakly Supervised Semantic Segmentation of Remote Sensing Images. - Xiaopeng Zeng; Tengfei Wang 001; Zhe Dong; Xiangrong Zhang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2023)

An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images. - Xian Li 001; Mingli Ding; Yanfeng Gu; Aleksandra Pizurica (IEEE Trans. Neural Networks Learn. Syst., 2023)

A multi-frame sparse self-learning PWC-Net for motion estimation in satellite video scenes. - Tengfei Wang 001; Yanfeng Gu; Shengyang Li (Sci. China Inf. Sci., 2023)

Heterogeneous Open-Set Cross-Domain Manifold Embedding Aligned for HSI-MSI Collaborative Classification. - Bin Guo 015; Xiangrong Zhang; Tianzhu Liu; Yanfeng Gu (IGARSS, 2024)

A Multimodal Hyperspectral Unmixing Method Under Spectral Variability. - Yanyuan Huang; Yanfeng Gu; Tianzhu Liu (IGARSS, 2024)

An Automated Workflow for Pixel-Level BRDF Extraction Using UAV-Based Multispectral Images. - Zhenqiang Qin; Xian Li 001; Yanfeng Gu; Xiangrong Zhang (IGARSS, 2024)

Application of Landweber with Optimization for Small Footprint Waveform Lidar Decomposition. - Zhen Xiao; Yanfeng Gu; Xian Li 001; Xiangrong Zhang (IGARSS, 2024)

Lurking in the Shadows: Imperceptible Shadow Black-Box Attacks Against Lane Detection Models. - Xiaoshu Cui; Yalun Wu; Yanfeng Gu; Qiong Li; Endong Tong; Jiqiang Liu; Wenjia Niu (KSEM (3), 2024)

Navigating Data in UAV Networks: Harmonic Function-Based Potential Field for Interference-Aware Multi-Hop Routing. - Hanze Liu; Hu Wang; Zhutian Yang; Nan Zhao 001; Yanfeng Gu; Chau Yuen (WCNC, 2024)

Multi-sensor multispectral reconstruction framework based on projection and reconstruction. - Tianshuai Li; Tianzhu Liu; Xian Li 001; Yanfeng Gu; Yukun Wang; Yushi Chen 002 (Sci. China Inf. Sci., 2024)

An adaptive 3D reconstruction method for asymmetric dual-angle multispectral stereo imaging system on UAV platform. - Chen Wang 060; Xian Li 001; Yanfeng Gu; Zixu Wang (Sci. China Inf. Sci., 2024)

SSTU: Swin-Spectral Transformer U-Net for hyperspectral whole slide image reconstruction. - Yukun Wang; Yanfeng Gu; Abiyasi Nanding (Comput. Medical Imaging Graph., 2024)

Rethinking the Evaluation of Visible and Infrared Image Fusion. - Dayan Guan; Yixuan Wu; Tianzhu Liu; Alex C. Kot; Yanfeng Gu (CoRR, 2024)

Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation. - Zhe Dong; Yuzhe Sun; Yanfeng Gu; Tianzhu Liu (CoRR, 2024)

An Enhanced Classification Method Based on Adaptive Multi-Scale Fusion for Long-tailed Multispectral Point Clouds. - Tianzhu Liu; Bangyan Hu; Yanfeng Gu; Xian Li 001; Aleksandra Pizurica (CoRR, 2024)

EHGNN: Enhanced Hypergraph Neural Network for Hyperspectral Image Classification. - Qingwang Wang; Jiangbo Huang; Tao Shen 004; Yanfeng Gu (IEEE Geosci. Remote. Sens. Lett., 2024)

Multikernel Graph Structure Learning for Multispectral Point Cloud Classification. - Qingwang Wang; Zifeng Zhang; Jiangbo Huang; Tao Shen 004; Yanfeng Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Generative ConvNet Foundation Model With Sparse Modeling and Low-Frequency Reconstruction for Remote Sensing Image Interpretation. - Zhe Dong; Yanfeng Gu; Tianzhu Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

UPetu: A Unified Parameter-Efficient Fine-Tuning Framework for Remote Sensing Foundation Model. - Zhe Dong; Yanfeng Gu; Tianzhu Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

A Multimodal Unified Representation Learning Framework With Masked Image Modeling for Remote Sensing Images. - Dakuan Du; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Few-Shot Multispectral-Hyperspectral Image Collaborative Classification With Feature Distribution Enhancement and Subdomain Alignment. - Bin Guo 015; Tianzhu Liu; Xiangrong Zhang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Few-Shot Open-Set Collaborative Classification of Multispectral and Hyperspectral Images With Adaptive Joint Similarity Metric. - Bin Guo 015; Xiangrong Zhang; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Spectral Reconstruction for Paired Images Based on Semi-Supervised Deep Learning. - Tianshuai Li; Tianzhu Liu; Yanfeng Gu; Yushi Chen 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

SATDark: A Satellite Video Low-Light Tracking Benchmark for Dark and Weak Vehicles. - Jialei Pan; Yanfeng Gu; Guoming Gao; Qiang Wang 001; Shaochuan Wu (IEEE Trans. Geosci. Remote. Sens., 2024)

Hemisphere Harmonics Basis: A Universal Approach to Remote Sensing BRDF Approximation. - Zhenqiang Qin; Xian Li 001; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

MPS2L: Mutual Prediction Self-Supervised Learning for Remote Sensing Image Change Detection. - Qingwang Wang; Yujie Qiu; Pengcheng Jin; Tao Shen 004; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Unsupervised Domain Adaptation for Cross-Scene Multispectral Point Cloud Classification. - Qingwang Wang; Mingye Wang; Jiangbo Huang; Tianzhu Liu; Tao Shen 004; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

A High-Resolution and Efficient Waveform Decomposition Method for Small-Footprint LiDAR. - Zhen Xiao; Yanfeng Gu; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Intrinsic Hyperspectral Image Recovery for UAV Strips Stitching. - Wen Xie; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

MP2Net: Mask Propagation and Motion Prediction Network for Multiobject Tracking in Satellite Videos. - Manqi Zhao; Shengyang Li; Han Wang 049; Jian Yang; Yuhan Sun 004; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Satellite Video Multi-Label Scene Classification With Spatial and Temporal Feature Cooperative Encoding: A Benchmark Dataset and Method. - Weilong Guo; Shengyang Li; Feixiang Chen; Yuhan Sun 004; Yanfeng Gu (IEEE Trans. Image Process., 2024)

Interference-Aware Multihop Routing in UAV Networks: A Harmonic-Function-Based Potential Field Approach. - Hanze Liu; Zhutian Yang; Nan Zhao 001; Yanfeng Gu; Chau Yuen (IEEE Internet Things J., 2024)

A Diffusion-Guided Task Decomposition Framework for SAR-to-Optical Image Translation. - Dakuan Du; Yanfeng Gu; Tianzhu Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

UAV Hyperspectral Remote Sensing Image Classification: A Systematic Review. - Zhen Zhang 035; Lehao Huang; Qingwang Wang; Linhuan Jiang; Yemao Qi; Shunyuan Wang; Tao Shen 004; Bo-Hui Tang; Yanfeng Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Unsupervised Occluded Target Detection Based on Spherical Shell With Multispectral Point Clouds. - Likun Chen; Yanfeng Gu; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Digital Surface Model-Embedded Intrinsic Hyperspectral Unmixing. - Yanyuan Huang; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2025)

TG-ADet: Terrain-Guided Network for 3-D Object Detection in ALS Point Clouds. - Yanze Jiang; Xian Li 001; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2025)

A Sub-Pixel Coupled Dictionary Learning Method for Large-Scale and High-Spatial-Resolution Satellite Hyperspectral Image Reconstruction. - Tianzhu Liu; Zitong Liu; Xianhao Zhang; Yanfeng Gu; Jian Liu (IEEE Trans. Geosci. Remote. Sens., 2025)

Real-Time Vehicle Detection in Satellite Videos: Transitioning From Large Scenes to Clusters. - Jialei Pan; Yanfeng Gu; Guoming Gao; Shaochuan Wu (IEEE Trans. Geosci. Remote. Sens., 2025)

Masking Graph Cross-Convolution Network for Multispectral Point Cloud Classification. - Qingwang Wang; Xueqian Chen; Zifeng Zhang; Yuanqin Meng; Tao Shen 004; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2025)

Satellite Video Event of Interest Detection Using Deep Spatiotemporal Metric. - Yuanhang Wang; Guoming Gao; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2025)

LPRnet: A Self-Supervised Registration Network for LiDAR and Photogrammetric Point Clouds. - Chen Wang 060; Yanfeng Gu; Xian Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Community Structure Guided Network for Hyperspectral Image Classification. - Qingwang Wang; Jiangbo Huang; Shunyuan Wang; Zhen Zhang 035; Tao Shen 004; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2025)

PESAT: A Parameter-Efficient Spatiotemporal Adapter Tuning Framework for Satellite Video Scene Classification. - Yuanhang Wang; Jiameng Li; Guoming Gao; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2025)

Pillar-Voxel Fusion Network for 3D Object Detection in Airborne Hyperspectral Point Clouds. - Yanze Jiang; Yanfeng Gu; Xian Li (CoRR, 2025)

EarthMapper: Visual Autoregressive Models for Controllable Bidirectional Satellite-Map Translation. - Zhe Dong; Yuzhe Sun; Tianzhu Liu; Wangmeng Zuo; Yanfeng Gu (CoRR, 2025)

Zoom-Refine: Boosting High-Resolution Multimodal Understanding via Localized Zoom and Self-Refinement. - Xuan Yu; Dayan Guan; Michael Ying Yang; Yanfeng Gu (CoRR, 2025)

DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models. - Zhe Dong; Yuzhe Sun; Tianzhu Liu; Yanfeng Gu (CoRR, 2025)

Broad Graph Attention Network With Multiple Kernel Mechanism. - Qingwang Wang; Pengcheng Jin; Hao Xiong; Yuhang Wu; Xu Lin; Tao Shen 004; Jiangbo Huang; Jun Cheng 002; Yanfeng Gu (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

HieraRS: A Hierarchical Segmentation Paradigm for Remote Sensing Enabling Multi-Granularity Interpretation and Cross-Domain Transfer. - Tianlong Ai; Tianzhu Liu; Haochen Jiang; Yanfeng Gu (CoRR, 2025)

Hypergraph Contrastive Learning for Large-Scale Hyperspectral Image Clustering. - Yuxuan Yao; Bo Peng 007; Tianyi Qin; Yanfeng Gu; Nam Ling; Jianjun Lei 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Total Variation Subgradient Guided Image Fusion for Dual-Camera CASSI System. - Weiqiang Zhao; Tianzhu Liu; Yuzhe Gui; Yanfeng Gu (CoRR, 2025)

MFAF: An EVA02-Based Multi-scale Frequency Attention Fusion Method for Cross-View Geo-Localization. - Yitong Liu; Tianzhu Liu; Yanfeng Gu (CoRR, 2025)

PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration. - Zhe Dong; Yuzhe Sun; Haochen Jiang; Tianzhu Liu; Yanfeng Gu (CoRR, 2025)

Enhancing MIMO Channel Estimation: A Denoising Diffusion Approach. - Shidong Jin; Shaopu Wang; Shaochuan Wu; Chunlei Wang; Yanfeng Gu (IEEE Wirel. Commun. Lett., 2025)