A Study on Spectral Characteristics Extraction using Fourier Approximation Theory. - Xu Sun 005; Bing Zhang 001; Lianru Gao; Lina Yang (IGARSS (3), 2009)

GPU implementation of Ant Colony Optimization algorithm for endmember extraction from hyperspectral image. - Jianwei Gao; Lianru Gao; Xu Sun 005; Yuanfeng Wu; Bing Zhang 001 (WHISPERS, 2012)

Ant colony optimization for supervised and unsupervised hyperspectral band selection. - Jianwei Gao; Qian Du 001; Lianru Gao; Xu Sun 005; Yuanfeng Wu; Bing Zhang 001 (WHISPERS, 2013)

Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data. - Lianru Gao; Bing Zhang 001; Xu Sun 005; Shanshan Li 003; Qian Du 001; Changshan Wu (EURASIP J. Adv. Signal Process., 2013)

Improvements in the Ant Colony Optimization Algorithm for Endmember Extraction From Hyperspectral Images. - Bing Zhang 001; Jianwei Gao; Lianru Gao; Xu Sun 005 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Edge constrained MRF method for classification of hyperspectral imagery. - Li Ni; Bing Zhang 001; Qian Shen 003; Lianru Gao; Xu Sun 005; Shanshan Li 003; Hua Wu 001 (WHISPERS, 2014)

Optical classification of optically complex waters around China. - Qian Shen 003; Li Ni; Xu Sun 005; Lianru Gao; Bing Zhang 001 (WHISPERS, 2014)

A new Ant colony optimization algorithm based band selection method. - Xu Sun 005; Lina Yang; Qian Shen 003; Li Ni; Bing Zhang 001 (WHISPERS, 2014)

Combining multi-agent and Ant colony optimization for endmember extraction. - Lina Yang; Xu Sun 005; Qian Shen 003; Bing Zhang 001; Tianhe Chi (WHISPERS, 2014)

A hyperspectral image spectral unmixing method integrating slic superpixel segmentation. - Xu Sun 005; Feifei Zhang; Lina Yang; Bing Zhang 001; Lianru Gao (WHISPERS, 2015)

An multi-agent combined artificial bee colony algorithm to hyperspectral image endmember extraction. - Lina Yang; Xu Sun 005; Bing Zhang 001; Tianhe Chi (WHISPERS, 2015)

Swarm intelligence: A reliable solution for extracting endmembers from hyperspectral imagery. - Bing Zhang 001; Lianru Gao; Xu Sun 005; Lina Zhuang (WHISPERS, 2015)

An improved artificial bee colony algorithm for optimal land-use allocation. - Lina Yang; Xu Sun 005; Ling Peng; Jing Shao; Tianhe Chi (Int. J. Geogr. Inf. Sci., 2015)

Classification of Several Optically Complex Waters in China Using in Situ Remote Sensing Reflectance. - Qian Shen 003; Junsheng Li; Fangfang Zhang 001; Xu Sun 005; Jun Li 009; Wei Li 032; Bing Zhang 001 (Remote. Sens., 2015)

An Endmember Extraction Method Based on Artificial Bee Colony Algorithms for Hyperspectral Remote Sensing Images. - Xu Sun 005; Lina Yang; Bing Zhang 001; Lianru Gao; Jianwei Gao (Remote. Sens., 2015)

Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery. - Lianru Gao; Jianwei Gao; Jun Li 009; Antonio Plaza; Lina Zhuang; Xu Sun 005; Bing Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

An Agent-Based Artificial Bee Colony (ABC) Algorithm for Hyperspectral Image Endmember Extraction in Parallel. - Lina Yang; Xu Sun 005; Ling Peng; Xiaojing Yao; Tianhe Chi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image. - Yuanchao Su; Xu Sun 005; Lianru Gao; Jun Li 009; Bing Zhang 001 (WHISPERS, 2016)

A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm. - Lianru Gao; Lina Zhuang; Yuanfeng Wu; Xu Sun 005; Bing Zhang 001 (Soft Comput., 2016)

A Multiple Ant Colony Optimization Algorithm for Indoor Room Optimal Spatial Allocation. - Lina Yang; Xu Sun 005; Axing Zhu; Tianhe Chi (ISPRS Int. J. Geo Inf., 2017)

Ship Detection Without Sea-Land Segmentation for Large-Scale High-Resolution Optical Satellite Images. - Yiqun He; Xu Sun 005; Lianru Gao; Bing Zhang 001 (IGARSS, 2018)

Constraint Non-Negative Matrix Factorization With Sparseness and Piece wise Smoothness for Hyperspectral Unmixing. - Xu Sun 005; Qian Peng; Bing Zhang 001; Lianru Gao; Lina Yang (WHISPERS, 2018)

Deep CNN With Multi-Scale Rotation Invariance Features for Ship Classification. - Qiaoqiao Shi; Wei Li 032; Fan Zhang 007; Wei Hu 004; Xu Sun 005; Lianru Gao (IEEE Access, 2018)

Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification. - Yuxiang Zhang 005; Wei Li 032; Qian Du 001; Xu Sun 005 (WHISPERS, 2019)

Transferred Multi-Perception Attention Networks for Remote Sensing Image Super-Resolution. - Xiaoyu Dong; Zhihong Xi; Xu Sun 005; Lianru Gao (Remote. Sens., 2019)

Ship Classification Based on Multifeature Ensemble with Convolutional Neural Network. - Qiaoqiao Shi; Wei Li 032; Ran Tao 003; Xu Sun 005; Lianru Gao (Remote. Sens., 2019)

An Efficient Framework for Remote Sensing Parallel Processing: Integrating the Artificial Bee Colony Algorithm and Multiagent Technology. - Lina Yang; Xu Sun 005; Zhenlong Li (Remote. Sens., 2019)

Incorporating Negative Sample Training for Ship Detection Based on Deep Learning. - Lianru Gao; Yiqun He; Xu Sun 005; Xiuping Jia; Bing Zhang 001 (Sensors, 2019)

Remote Sensing Image Super-Resolution via Enhanced Back-Projection Networks. - Xiaoyu Dong; Zhihong Xi; Xu Sun 005; Lina Yang (IGARSS, 2020)

Hyperspectral Image Classification with Localized Graph Convolutional Filtering. - Shengliang Pu; Yuanfeng Wu; Xu Sun 005; Xiaotong Sun (Remote. Sens., 2021)

Anomaly Detection for Hyperspectral Images Based on Improved Low-Rank and Sparse Representation and Joint Gaussian Mixture Distribution. - Qiong Ran; Zedong Liu; Xiaotong Sun; Xu Sun 005; Bing Zhang 001; Qiandong Guo; Jinnian Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks. - Xiaoyu Dong; Xu Sun 005; Xiuping Jia; Zhihong Xi; Lianru Gao; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks. - Xiaoyu Dong; Longguang Wang; Xu Sun 005; Xiuping Jia; Lianru Gao; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Target Detection Through Tree-Structured Encoding for Hyperspectral Images. - Xiaotong Sun; Ying Qu 001; Lianru Gao; Xu Sun 005; Hairong Qi 001; Bing Zhang 001; Ting Shen (IEEE Trans. Geosci. Remote. Sens., 2021)

Graph-Cut-Based Node Embedding for Dimensionality Reduction and Classification of Hyperspectral Remote Sensing Images. - Yuanchao Su; Mengying Jiang; Lianru Gao; Xueer You; Xu Sun 005; Pengfei Li 010 (IGARSS, 2022)

Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping. - Longfei Ren; Danfeng Hong; Xu Sun 005; Lianru Gao; Min Huang (WHISPERS, 2022)

Transferable network with Siamese architecture for anomaly detection in hyperspectral images. - Weiqiang Rao; Ying Qu 001; Lianru Gao; Xu Sun 005; Yuanfeng Wu; Bing Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Graph-Cut-Based Collaborative Node Embeddings for Hyperspectral Images Classification. - Yuanchao Su; Mengying Jiang; Lianru Gao; Xu Sun 005; Xueer You; Pengfei Li 010 (IEEE Geosci. Remote. Sens. Lett., 2022)

Spatial Sampling and Grouping Information Entropy Strategy Based on Kernel Fuzzy C-Means Clustering Method for Hyperspectral Band Selection. - Zhou Zhang 015; Degang Wang; Xu Sun 005; Lina Zhuang; Rong Liu; Li Ni (Remote. Sens., 2022)

Research on the Extraction of Hazard Sources along High-Speed Railways from High-Resolution Remote Sensing Images Based on TE-ResUNet. - Xuran Pan; Lina Yang; Xu Sun 005; Jingchuan Yao; Jiliang Guo (Sensors, 2022)

Siamese Transformer Network for Hyperspectral Image Target Detection. - Weiqiang Rao; Lianru Gao; Ying Qu 001; Xu Sun 005; Bing Zhang 001; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Ensemble-Based Information Retrieval With Mass Estimation for Hyperspectral Target Detection. - Xiaotong Sun; Ying Qu 001; Lianru Gao; Xu Sun 005; Hairong Qi 001; Bing Zhang 001; Ting Shen (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Anomaly Detection Via Nonconvex Low-Rank Representation. - Longfei Ren; Minghua Wang; Xu Sun 005; Lianru Gao; Min Huang (WHISPERS, 2023)

Anomaly Detection Based on Tree Topology for Hyperspectral Images. - Xiaotong Sun; Bing Zhang 001; Lina Zhuang; Hongmin Gao 001; Xu Sun 005; Li Ni (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Hyperspectral Anomaly Detection Based on Chessboard Topology. - Lianru Gao; Xiaotong Sun; Xu Sun 005; Lina Zhuang; Qian Du 001; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

BS3LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection. - Lianru Gao; Degang Wang; Lina Zhuang; Xu Sun 005; Min Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties. - Longfei Ren; Danfeng Hong; Lianru Gao; Xu Sun 005; Min Huang; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image. - Longfei Ren; Danfeng Hong; Lianru Gao; Xu Sun 005; Min Huang; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification. - Yuanchao Su; Jiangyi Chen; Lianru Gao; Antonio Plaza; Mengying Jiang; Xiang Xu 002; Xu Sun 005; Pengfei Li 010 (IEEE Trans. Geosci. Remote. Sens., 2023)

Information Retrieval With Chessboard-Shaped Topology for Hyperspectral Target Detection. - Xiaotong Sun; Lina Zhuang; Lianru Gao; Hongmin Gao 001; Xu Sun 005; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Min Huang; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Min Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

FFN: Fountain Fusion Net for Arbitrary-Oriented Object Detection. - Tianwei Zhang 005; Xu Sun 005; Lina Zhuang; Xiaoyu Dong; Lianru Gao; Bing Zhang 001; Ke Zheng (IEEE Trans. Geosci. Remote. Sens., 2023)

AFRE-Net: Adaptive Feature Representation Enhancement for Arbitrary Oriented Object Detection. - Tianwei Zhang 005; Xu Sun 005; Lina Zhuang; Xiaoyu Dong; Jianjun Sha; Bing Zhang 001; Ke Zheng (Remote. Sens., 2023)

NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification. - Yuanchao Su; Lianru Gao; Mengying Jiang; Antonio Plaza; Xu Sun 005; Bing Zhang 001 (IEEE Trans. Cybern., 2023)

Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection. - Degang Wang; Lianru Gao; Ying Qu 001; Xu Sun 005; Wenzhi Liao (CAAI Trans. Intell. Technol., 2023)

Performance releaser with smart anchor learning for arbitrary-oriented object detection. - Tianwei Zhang 005; Xiaoyu Dong; Xu Sun 005; Lianru R. Gao; Ying Qu 001; Bing Zhang 001; Ke Zheng (CAAI Trans. Intell. Technol., 2023)

Tiny Object Detection Enhancement for Large-Scale Remote Sensing Imagery. - Tianwei Zhang 005; Lianru Gao; Xu Sun 005; Lina Zhuang (APSIPA, 2024)

Primary Modality Guided Multimodal Change Detection. - Luyang Cai; Shuyi Xu; He Sun 009; Xu Sun 005; Lina Yang; Lianru Gao (IGARSS, 2024)

DAMS: Dilated Attention with Multi-Stream Learning for Super-Resolution of Hyperspectral Remote Sensing Images. - Sheng Li; Ruoqing Xu; Yuanchao Su; Lianru Gao; Xu Sun 005; Longfei Ren; Zhiqing Zhu (IGARSS, 2024)

Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection. - Xiaotong Sun; Lina Zhuang; Lianru Gao; Hongmin Gao 001; Xu Sun 005; Yi Liu; Yao Liu 012; Bing Zhang 001 (IGARSS, 2024)

Adaptive Endmembers Learning-Based Deep Unmixing Network for Hyperspectral Change Detection. - Shuyi Xu; Luyang Cai; He Sun 009; Xu Sun 005; Lina Yang; Lianru Gao (IGARSS, 2024)

MTSANet: Multi-Head Two-Stream Attention Networks for Unsupervised Hyperspectral Image Super-Resolution. - Jin Xu; Yuanchao Su; Lianru Gao; Xu Sun 005; Longfei Ren; Zhiqing Zhu; Mengying Jiang (IGARSS, 2024)

Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment. - Hongqi Zhang; He Sun 009; Hongmin Gao 001; Feng Han; Xu Sun 005; Lianru Gao; Bing Zhang 001 (CoRR, 2024)

Cross-Modal Feature Fusion and Interaction Strategy for CNN-Transformer-Based Object Detection in Visual and Infrared Remote Sensing Imagery. - Jinyan Nie; He Sun 009; Xu Sun 005; Li Ni; Lianru Gao (IEEE Geosci. Remote. Sens. Lett., 2024)

Global Feature-Injected Blind-Spot Network for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Xiaobin Zhao (IEEE Geosci. Remote. Sens. Lett., 2024)

A Spatial-Spectrum Fully Attention Network for Band Selection of Hyperspectral Images. - Hongqi Zhang; Hongmin Gao 001; He Sun 009; Xu Sun 005; Bing Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

Shape-Sensitive Feature Extraction for Large-Aspect-Ratio Object Detection. - Tianwei Zhang 005; Xu Sun 005; Lina Zhuang; Lianru Gao; Bing Zhang 001; Ke Zheng (IEEE Geosci. Remote. Sens. Lett., 2024)

Large-Kernel Central Block Masked Convolution and Channel Attention-Based Reconstruction Network for Anomaly Detection of High-Resolution Hyperspectral Imagery. - Qiong Ran; Hong Zhong; Xu Sun 005; Degang Wang; He Sun 009 (Remote. Sens., 2024)

GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification. - Mengying Jiang; Yuanchao Su; Lianru Gao; Antonio Plaza; Xi-Le Zhao; Xu Sun 005; Guizhong Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

HADGSM: A Unified Nonconvex Framework for Hyperspectral Anomaly Detection. - Longfei Ren; Lianru Gao; Minghua Wang; Xu Sun 005; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing. - Yuanchao Su; Zhiqing Zhu; Lianru Gao; Antonio Plaza; Pengfei Li 010; Xu Sun 005; Xiang Xu 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Point-Set Topology-Based Information Entropy Estimation Method for Hyperspectral Target Detection. - Xiaotong Sun; Lina Zhuang; Lianru Gao; Hongmin Gao 001; Xu Sun 005; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection. - Xiaotong Sun; Lina Zhuang; Lianru Gao; Hongmin Gao 001; Xu Sun 005; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Xiaobin Zhao; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Spectral-Spatial Out-of-Distribution-Based Unsupervised Band Selection Method for Hyperspectral Anomaly Detection. - Hongqi Zhang; He Sun 009; Xu Sun 005; Hongmin Gao 001; Lianru Gao; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Satellite-Drone Image Cross-View Geolocalization Method Based on Multi-Scale Information and Dual-Channel Attention Mechanism. - Naiqun Gong; Liwei Li; Jianjun Sha; Xu Sun 005; Qian Huang (Remote. Sens., 2024)

DMSN: A Deep Multistream Network for Hyperspectral Image Super-Resolution. - Sheng Li; Yuanchao Su; Xu Sun 005; Jiaxin Li; Boyan Li; Jianjian Gao; Xiaohua Feng; Mengying Jiang (IEEE Geosci. Remote. Sens. Lett., 2025)

FusGAT: Graph Attention-Based Fusion Network for Unsupervised Hyperspectral Image Super-Resolution. - Jin Xu; Yuanchao Su; Xu Sun 005; Jiaxin Li; Haiwei Li; Jianjian Gao; Xiaohua Feng; Ronghua Liu (IEEE Geosci. Remote. Sens. Lett., 2025)

A Parameter-Free Topological Disassembly-Guided Method for Hyperspectral Target Detection. - Xiaotong Sun; Liming Jiang 002; Lianru Gao; Hongmin Gao 001; Xu Sun 005; Bing Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Nonlocal and Local Feature-Coupled Self-Supervised Network for Hyperspectral Anomaly Detection. - Degang Wang; Longfei Ren; Xu Sun 005; Lianru Gao; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)