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)

Infrared and visible image fusion via gradient transfer and total variation minimization. - Jiayi Ma 001; Chen Chen 003; Chang Li 001; Jun Huang 008 (Inf. Fusion, 2016)

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 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)

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)

Fusing Infrared and Visible Images of Different Resolutions via Total Variation Model. - Qinglei Du; Han Xu 001; Yong Ma 001; Jun Huang 008; Fan Fan 001 (Sensors, 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)

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)

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)

A Generative Adversarial Network For Medical Image Fusion. - Zhuliang Le; Jun Huang 008; Fan Fan 001; Xin Tian 006; Jiayi Ma 001 (ICIP, 2020)

MGMDcGAN: Medical Image Fusion Using Multi-Generator Multi-Discriminator Conditional Generative Adversarial Network. - Jun Huang 008; Zhuliang Le; Yong Ma 001; Fan Fan 001; Hao Zhang 073; Lei Yang 050 (IEEE Access, 2020)

A Deep Model for Multi-Focus Image Fusion Based on Gradients and Connected Regions. - Han Xu 001; Fan Fan 001; Hao Zhang 073; Zhuliang Le; Jun Huang 008 (IEEE Access, 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)

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)

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

A Double-Neighborhood Gradient Method for Infrared Small Target Detection. - Lang Wu; Yong Ma 001; Fan Fan 001; Minghui Wu 007; Jun Huang 008 (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 Cross-Direction and Progressive Network for Pan-Sharpening. - Han Xu 001; Zhuliang Le; Jun Huang 008; Jiayi Ma 001 (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)

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)

CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition. - Han Xu 001; Meiqi Gong; Xin Tian 006; Jun Huang 008; Jiayi Ma 001 (Comput. Vis. Image Underst., 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)

Progressive Fusion Network Based on Infrared Light Field Equipment for Infrared Image Enhancement. - Yong Ma 001; Xinya Wang; Wenjing Gao; You Du; Jun Huang 008; Fan Fan 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)

SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness. - Linfeng Tang; Yuxin Deng; Yong Ma 001; Jun Huang 008; Jiayi Ma 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)

Adaptive Scale Patch-Based Contrast Measure for Dim and Small Infrared Target Detection. - Zhaobing Qiu; Yong Ma 001; Fan Fan 001; Jun Huang 008; Minghui Wu 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

Global Sparsity-Weighted Local Contrast Measure for Infrared Small Target Detection. - Zhaobing Qiu; Yong Ma 001; Fan Fan 001; Jun Huang 008; Lang Wu (IEEE Geosci. Remote. Sens. Lett., 2022)

Density-Guided Locality Consensus for Fast Feature Matching. - Can Zhang; Xiuxi Ma; Mengbi Wang; Jun Huang 008 (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 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)

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)

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)

Learning Spatial-Parallax Prior Based on Array Thermal Camera for Infrared Image Enhancement. - Jiayi Ma 001; Wenjing Gao; Yong Ma 001; Jun Huang 008; Fan Fan 001 (IEEE Trans. Ind. Informatics, 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)

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)

Improved DBSCAN for Infrared Cluster Small Target Detection. - Zhaobing Qiu; Yong Ma 001; Fan Fan 001; Jun Huang 008; Lang Wu; You Du (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)

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)

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 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)

Mdbfusion: A Visible And Infrared Image Fusion Framework Capable For Motion Deblurring. - Jun Chen 019; Wei Yu 018; Xin Tian 006; Jun Huang 008; Jiayi Ma 001 (ICIP, 2024)

Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening. - Meiqi Gong; Hao Zhang 073; Hebaixu Wang; Jun Chen 019; Jun Huang 008; Xin Tian 006; Jiayi Ma 001 (IJCAI, 2024)

Rotation center identification based on geometric relationships for rotary motion deblurring. - Jinhui Qin; Yong Ma 001; Jun Huang 008; Fan Fan 001; You Du (CoRR, 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)

PTET: A progressive token exchanging transformer for infrared and visible image fusion. - Jun Huang 008; Ziang Chen; Yong Ma 001; Fan Fan 001; Linfeng Tang; Xinyu Xiang (Image Vis. Comput., 2024)

LELD: Learn enhancement by learning degradation. - Qintong Li; Yong Ma 001; Jun Huang 008; Can Zhang; Zhao Cai (Image Vis. Comput., 2024)

PSD-ELGAN: A pseudo self-distillation based CycleGAN with enhanced local adversarial interaction for single image dehazing. - Kangle Wu; Jun Huang 008; Yong Ma 001; Fan Fan 001; Jiayi Ma 001 (Neural Networks, 2024)

Toward Accurate Infrared Small Target Detection via Edge-Aware Gated Transformer. - Yiming Zhu; Yong Ma 001; Fan Fan 001; Jun Huang 008; Kangle Wu; Ge Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

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)

Robust Feature Matching via Graph Neighborhood Motion Consensus. - Jun Huang 008; Honglin Li; Yijia Gong; Fan Fan 001; Yong Ma 001; Qinglei Du; Jiayi Ma 001 (IEEE Trans. Multim., 2024)

CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping. - Linfeng Tang; Ziang Chen; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Multim., 2024)

Cycle-Retinex: Unpaired Low-Light Image Enhancement via Retinex-Inline CycleGAN. - Kangle Wu; Jun Huang 008; Yong Ma 001; Fan Fan 001; Jiayi Ma 001 (IEEE Trans. Multim., 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)

MC-Net: Integrating Multi-Level Geometric Context for Two-View Correspondence Learning. - Zizhuo Li; Chunbao Su; Fan Fan 001; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Infrared Small Target Detection via Local-Global Feature Fusion. - Lang Wu; Yong Ma 001; Fan Fan 001; Jun Huang 008 (IEEE Signal Process. Lett., 2025)

Infrared Small-Target Detection via Improved Density Peak Clustering and Gray-Level Contribution. - Lang Wu; Fan Fan 001; Jun Huang 008; Guo-Qiang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Toward Robust Infrared Small Target Detection via Frequency and Spatial Feature Fusion. - Yiming Zhu; Yong Ma 001; Fan Fan 001; Jun Huang 008; Yuan Yao; Xiangyu Zhou; Ruimin Huang (IEEE Trans. Geosci. Remote. Sens., 2025)

Measurement of Pig Body Temperature Based on Ear Segmentation and Multifactor Infrared Temperature Compensation. - Ge Wang; Yong Ma 001; Jun Huang 008; Fan Fan 001; Zhijie Wang (IEEE Trans. Instrum. Meas., 2025)

Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening. - Kangle Wu; Jun Huang 008; Yong Ma 001; Fan Fan 001; Jiayi Ma 001 (IEEE Trans. Image Process., 2025)

Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network. - Kangle Wu; Jun Huang 008; Yong Ma 001; Fan Fan 001; Jiayi Ma 001 (IEEE Trans. Multim., 2025)

An End-to-End Network for Rotary Motion Deblurring in the Polar Coordinate System. - Jinhui Qin; Yong Ma 001; Jun Huang 008; Zhanchuan Cai; Fan Fan 001; You Du (IEEE Trans. Circuits Syst. Video Technol., 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)

HMFENet: Hierarchical Matching Guided Feature Enhancement Network for Few-Shot RGB-Thermal Urban Scene Segmentation. - Xiangyu Zhou; Yong Ma 001; Jun Huang 008; Zhanchuan Cai; Yiming Zhu; Fan Fan 001 (IEEE Trans. Intell. Transp. Syst., 2025)