A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching. - Xiaoguang Mei; Yong Ma 001; Chang Li 001; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (Sensors, 2015)

An Infrared Small Target Detecting Algorithm Based on Human Visual System. - Jinhui Han; Yong Ma 001; Jun Huang 008; Xiaoguang Mei; Jiayi Ma 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method. - Chang Li 001; Yong Ma 001; Jun Huang 008; Xiaoguang Mei; Chengyin Liu; Jiayi Ma 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Hyperspectral Image Classification With Robust Sparse Representation. - Chang Li 001; Yong Ma 001; Xiaoguang Mei; Chengyin Liu; Jiayi Ma 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Hyperspectral Unmixing with Robust Collaborative Sparse Regression. - Chang Li 001; Yong Ma 001; Xiaoguang Mei; Chengyin Liu; Jiayi Ma 001 (Remote. Sens., 2016)

Robust Image Feature Matching via Progressive Sparse Spatial Consensus. - Yong Ma 001; Jiahao Wang 001; Huihui Xu; Shuaibin Zhang; Xiaoguang Mei; Jiayi Ma 001 (IEEE Access, 2017)

Hyperspectral image denoising with superpixel segmentation and low-rank representation. - Fan Fan 001; Yong Ma 001; Chang Li 001; Xiaoguang Mei; Jun Huang 008; Jiayi Ma 001 (Inf. Sci., 2017)

Sparse Unmixing of Hyperspectral Data with Noise Level Estimation. - Chang Li 001; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (Remote. Sens., 2017)

Robust Sparse Hyperspectral Unmixing With ell2, 1 Norm. - Yong Ma 001; Chang Li 001; Xiaoguang Mei; Chengyin Liu; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Infrared and Visible Image Registration Based on Scale-Invariant PIIFD Feature and Locality Preserving Matching. - Qinglei Du; Aoxiang Fan; Yong Ma 001; Fan Fan 001; Jun Huang 008; Xiaoguang Mei (IEEE Access, 2018)

Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation. - Xiaoguang Mei; Yong Ma 001; Chang Li 001; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (Neurocomputing, 2018)

Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization. - Yong Ma 001; Chang Li 001; Hao Li 034; Xiaoguang Mei; Jiayi Ma 001 (IEEE Geosci. Remote. Sens. Lett., 2018)

Gaussian Mixture Model for Hyperspectral Unmixing with Low-Rank Representation. - Qiwen Jin; Yong Ma 001; Xiaoguang Mei; Xiaobing Dai; Hao Li 034; Fan Fan 001; Jun Huang 008 (IGARSS, 2019)

Drone Image Stitching Guided by Robust Elastic Warping and Locality Preserving Matching. - Linbo Luo 002; Qi Wan; Jun Chen 019; Yongtao Wang; Xiaoguang Mei (IGARSS, 2019)

GRU with Spatial Prior for Hyperspectral Image Classification. - Erting Pan; Yong Ma 001; Xiaobing Dai; Fan Fan 001; Jun Huang 008; Xiaoguang Mei; Jiayi Ma 001 (IGARSS, 2019)

Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Xiaobing Dai; Fan Fan 001; Xin Tian 006; Jiayi Ma 001 (IGARSS, 2019)

Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment. - Jiayi Ma 001; Xinya Wang; Yijia He; Xiaoguang Mei; Ji Zhao 001 (IEEE Access, 2019)

Visible/Infrared Combined 3D Reconstruction Scheme Based on Nonrigid Registration of Multi-Modality Images With Mixed Features. - Yong Ma 001; Yuchen Wang; Xiaoguang Mei; Chengyin Liu; Xiaobing Dai; Fan Fan 001; Jun Huang 008 (IEEE Access, 2019)

Hyperspectral Unmixing with Gaussian Mixture Model and Spatial Group Sparsity. - Qiwen Jin; Yong Ma 001; Erting Pan; Fan Fan 001; Jun Huang 008; Hao Li 034; Chenhong Sui; Xiaoguang Mei (Remote. Sens., 2019)

Hyperspectral Unmixing with Gaussian Mixture Model and Low-Rank Representation. - Yong Ma 001; Qiwen Jin; Xiaoguang Mei; Xiaobing Dai; Fan Fan 001; Hao Li 034; Jun Huang 008 (Remote. Sens., 2019)

Spectral-Spatial Attention Networks for Hyperspectral Image Classification. - Xiaoguang Mei; Erting Pan; Yong Ma 001; Xiaobing Dai; Jun Huang 008; Fan Fan 001; Qinglei Du; Hong Zheng; Jiayi Ma 001 (Remote. Sens., 2019)

Gaussian field estimator with manifold regularization for retinal image registration. - Jiahao Wang 001; Jun Chen 019; Huihui Xu; Shuaibin Zhang; Xiaoguang Mei; Jun Huang 008; Jiayi Ma 001 (Signal Process., 2019)

Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification. - Yong Ma 001; Yuanshu Zhang; Xiaoguang Mei; Xiaobing Dai; Jiayi Ma 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Spectral-spatial classification for hyperspectral image based on a single GRU. - Erting Pan; Xiaoguang Mei; Quande Wang; Yong Ma 001; Jiayi Ma 001 (Neurocomputing, 2020)

Learning to find reliable correspondences with local neighborhood consensus. - Yang Wang; Xiaoguang Mei; Yong Ma 001; Jun Huang 008; Fan Fan 001; Jiayi Ma 001 (Neurocomputing, 2020)

Infrared and visible image fusion based on target-enhanced multiscale transform decomposition. - Jun Chen 019; Xuejiao Li; Linbo Luo 002; Xiaoguang Mei; Jiayi Ma 001 (Inf. Sci., 2020)

A generative adversarial network with adaptive constraints for multi-focus image fusion. - Jun Huang 008; Zhuliang Le; Yong Ma 001; Xiaoguang Mei; Fan Fan 001 (Neural Comput. Appl., 2020)

Automatic Stitching for Hyperspectral Images Using Robust Feature Matching and Elastic Warp. - Yujie Zhang; Zhiying Wan; Xingyu Jiang; Xiaoguang Mei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Unsupervised Manifold-Preserving and Weakly Redundant Band Selection Method for Hyperspectral Imagery. - Chenhong Sui; Chang Li 001; Jie Feng 003; Xiaoguang Mei (IEEE Trans. Geosci. Remote. Sens., 2020)

DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion. - Jiayi Ma 001; Han Xu 001; Junjun Jiang; Xiaoguang Mei; Xiao-Ping (Steven) Zhang (IEEE Trans. Image Process., 2020)

Robust Graph Autoencoder for Hyperspectral Anomaly Detection. - Ganghui Fan; Yong Ma 001; Jun Huang 008; Xiaoguang Mei; Jiayi Ma 001 (ICASSP, 2021)

UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing. - Qiwen Jin; Yong Ma 001; Xiaoguang Mei; Hao Li 034; Jiayi Ma 001 (ICASSP, 2021)

Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jiayi Ma 001 (ICASSP, 2021)

Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection. - Kaining Zhang; Xingyu Jiang; Xiaoguang Mei; Huabing Zhou; Jiayi Ma 001 (IROS, 2021)

Pairwise Elastic Net Representation-Based Classification for Hyperspectral Image Classification. - Hao Li 034; Yuanshu Zhang; Yong Ma 001; Xiaoguang Mei; Shan Zeng; Yaqin Li (Entropy, 2021)

Locality-constrained sparse representation for hyperspectral image classification. - Yuanshu Zhang; Yong Ma 001; Xiaobing Dai; Hao Li 034; Xiaoguang Mei; Jiayi Ma 001 (Inf. Sci., 2021)

Hyperspectral Anomaly Detection via Integration of Feature Extraction and Background Purification. - Yong Ma 001; Ganghui Fan; Qiwen Jin; Jun Huang 008; Xiaoguang Mei; Jiayi Ma 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Hyperspectral Image Classification across Different Datasets: A Generalization to Unseen Categories. - Erting Pan; Yong Ma 001; Fan Fan 001; Xiaoguang Mei; Jun Huang 008 (Remote. Sens., 2021)

A Spatial-Spectral Feature Descriptor for Hyperspectral Image Matching. - Yang Yu 045; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (Remote. Sens., 2021)

Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration. - Aoxiang Fan; Jiayi Ma 001; Xin Tian 006; Xiaoguang Mei; Wei Lin (CVPR, 2022)

Multi-stage convolutional autoencoder network for hyperspectral unmixing. - Yang Yu 045; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jun Huang 008; Hao Li 034 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer. - Jiayi Ma 001; Linfeng Tang; Fan Fan 001; Jun Huang 008; Xiaoguang Mei; Yong Ma 001 (IEEE CAA J. Autom. Sinica, 2022)

S2-Net: Self-Supervision Guided Feature Representation Learning for Cross-Modality Images. - Shasha Mei; Yong Ma 001; Xiaoguang Mei; Jun Huang 008; Fan Fan 001 (IEEE CAA J. Autom. Sinica, 2022)

UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion. - Zhuliang Le; Jun Huang 008; Han Xu 001; Fan Fan 001; Yong Ma 001; Xiaoguang Mei; Jiayi Ma 001 (Inf. Fusion, 2022)

Hyperspectral Image Stitching via Optimal Seamline Detection. - Zongyi Peng; Yong Ma 001; Xiaoguang Mei; Jun Huang 008; Fan Fan 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Guided neighborhood affine subspace embedding for feature matching. - Zizhuo Li; Yong Ma 001; Xiaoguang Mei; Jun Huang 008; Jiayi Ma 001 (Pattern Recognit., 2022)

Hyperspectral Image Classification via Spectral Pooling and Hybrid Transformer. - Chen Ma; Junjun Jiang; Huayi Li; Xiaoguang Mei; Chengchao Bai (Remote. Sens., 2022)

Dictionary Learning-Cooperated Matrix Decomposition for Hyperspectral Target Detection. - Yuan Yao; Mengbi Wang; Ganghui Fan; Wendi Liu; Yong Ma 001; Xiaoguang Mei (Remote. Sens., 2022)

Hyperspectral Panoramic Image Stitching Using Robust Matching and Adaptive Bundle Adjustment. - Yujie Zhang; Xiaoguang Mei; Yong Ma 001; Xingyu Jiang; Zongyi Peng; Jun Huang 008 (Remote. Sens., 2022)

Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution. - Xinya Wang; Yingsong Cheng; Xiaoguang Mei; Junjun Jiang; Jiayi Ma 001 (IEEE Trans. Computational Imaging, 2022)

Attention-Guided Polarization Image Fusion Using Salient Information Distribution. - Han Xu 001; Yucheng Sun; Xiaoguang Mei; Xin Tian 006; Jiayi Ma 001 (IEEE Trans. Computational Imaging, 2022)

Hyperspectral Anomaly Detection With Robust Graph Autoencoders. - Ganghui Fan; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing. - Qiwen Jin; Yong Ma 001; Xiaoguang Mei; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

SQAD: Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Hyperspectral Band Selection With Multigraph Integrated Embedding and Robust Self-Contained Regression. - Chenhong Sui; Jun Zhou 001; Chang Li 001; Qiang Zheng; Jie Feng 003; Xiaoguang Mei; Jing Wang 062 (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus. - Jiayi Ma 001; Shenyue Wang; Kaining Zhang; Zheng He; Jun Huang 008; Xiaoguang Mei (IEEE Trans. Ind. Informatics, 2022)

Loop-Closure Detection Using Local Relative Orientation Matching. - Jiayi Ma 001; Xinyu Ye; Huabing Zhou; Xiaoguang Mei; Fan Fan 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Graph l₁-Laplacians Regularized GMM for Hyperspectral Unmixing. - Wendi Liu; Xiaoguang Mei; Yong Ma 001; Jun Huang 008; Qihai Chen; Hao Li 034 (IEEE Geosci. Remote. Sens. Lett., 2023)

Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Seamless UAV Hyperspectral Image Stitching Using Optimal Seamline Detection via Graph Cuts. - Zongyi Peng; Yong Ma 001; Yujie Zhang; Hao Li 034; Fan Fan 001; Xiaoguang Mei (IEEE Trans. Geosci. Remote. Sens., 2023)

Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion. - Yucheng Sun; Han Xu 001; Yong Ma 001; Minghui Wu 007; Xiaoguang Mei; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Jun Huang 008; Fan Fan 001; Jiayi Ma 001 (IEEE CAA J. Autom. Sinica, 2023)

Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching. - Aoxiang Fan; Xingyu Jiang; Yong Ma 001; Xiaoguang Mei; Jiayi Ma 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adversarial Autoencoder Network for Hyperspectral Unmixing. - Qiwen Jin; Yong Ma 001; Fan Fan 001; Jun Huang 008; Xiaoguang Mei; Jiayi Ma 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning-based correspondence classifier with self-attention hierarchical network. - Mingfan Chu; Yong Ma 001; Xiaoguang Mei; Jun Huang 008; Fan Fan 001 (Appl. Intell., 2023)

Hyperspectral image denoising via spectral noise distribution bootstrap. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Fan Fan 001; Jiayi Ma 001 (Pattern Recognit., 2023)

Hyperspectral image destriping and denoising from a task decomposition view. - Erting Pan; Yong Ma 001; Xiaoguang Mei; Jun Huang 008; Qihai Chen; Jiayi Ma 001 (Pattern Recognit., 2023)

Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening. - Hebaixu Wang; Meiqi Gong; Xiaoguang Mei; Hao Zhang 073; Jiayi Ma 001 (AAAI, 2024)

Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis. - Yang Yu 045; Erting Pan; Xinya Wang; Yuheng Wu; Xiaoguang Mei; Jiayi Ma 001 (CVPR, 2024)

Triple-task mutual consistency for semi-supervised 3D medical image segmentation. - Yantao Chen; Yong Ma 001; Xiaoguang Mei; Lin Zhang; Zhigang Fu; Jiayi Ma 001 (Comput. Biol. Medicine, 2024)

From the abundance perspective: Multi-modal scene fusion-based hyperspectral image synthesis. - Erting Pan; Yang Yu 045; Xiaoguang Mei; Jun Huang 008; Jiayi Ma 001 (Inf. Fusion, 2024)

UADNet: A Joint Unmixing and Anomaly Detection Network Based on Deep Clustering for Hyperspectral Image. - Wendi Liu; Yong Ma 001; Xiaozhu Wang; Jun Huang 008; Qihai Chen; Hao Li 034; Xiaoguang Mei (IEEE Trans. Geosci. Remote. Sens., 2024)

UnmixDiff: Unmixing-Based Diffusion Model for Hyperspectral Image Synthesis. - Yang Yu 045; Erting Pan; Yong Ma 001; Xiaoguang Mei; Qihai Chen; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Correlation-Guided Discriminative Cross-Modality Features Network for Infrared and Visible Image Fusion. - Zhao Cai; Yong Ma 001; Jun Huang 008; Xiaoguang Mei; Fan Fan 001 (IEEE Trans. Instrum. Meas., 2024)

Feature Matching via Topology-Aware Graph Interaction Model. - Yifan Lu; Jiayi Ma 001; Xiaoguang Mei; Jun Huang 008; Xiao-Ping (Steven) Zhang (IEEE CAA J. Autom. Sinica, 2024)

Deep blind super-resolution for hyperspectral images. - Pei Yang; Yong Ma 001; Xiaoguang Mei; Qihai Chen; Minghui Wu 007; Jiayi Ma 001 (Pattern Recognit., 2025)

SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations. - Wendi Liu; Pei Yang; Wenhui Hong; Xiaoguang Mei; Jiayi Ma 001 (CoRR, 2025)

General Hyperspectral Image Super-Resolution via Meta-Transfer Learning. - Yingsong Cheng; Xinya Wang; Yong Ma 001; Xiaoguang Mei; Minghui Wu 007; Jiayi Ma 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Joint Super-Resolution and Nonuniformity Correction Model for Infrared Light Field Images Based on Frequency Correlation Learning. - You Du; Yong Ma 001; Jun Huang 008; Xiaoguang Mei; Jinhui Qin; Fan Fan 001 (IEEE CAA J. Autom. Sinica, 2025)