Xiaoguang Mei

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 73

Top Topics

Hyperspectral Image Classification

Anomaly Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Yang Yu, Erting Pan, Yong Ma, Xiaoguang Mei, Qihai Chen, Jiayi Ma
UnmixDiff: Unmixing-Based Diffusion Model for Hyperspectral Image Synthesis. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yantao Chen, Yong Ma, Xiaoguang Mei, Lin Zhang, Zhigang Fu, Jiayi Ma
Triple-task mutual consistency for semi-supervised 3D medical image segmentation. Comput. Biol. Medicine 175 (2024)
Wendi Liu, Yong Ma, Xiaozhu Wang, Jun Huang, Qihai Chen, Hao Li, Xiaoguang Mei
UADNet: A Joint Unmixing and Anomaly Detection Network Based on Deep Clustering for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhao Cai, Yong Ma, Jun Huang, Xiaoguang Mei, Fan Fan
Correlation-Guided Discriminative Cross-Modality Features Network for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 73 (2024)
Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening. AAAI (2024)
Yifan Lu, Jiayi Ma, Xiaoguang Mei, Jun Huang, Xiao-Ping (Steven) Zhang
Feature Matching via Topology-Aware Graph Interaction Model. IEEE CAA J. Autom. Sinica 11 (1) (2024)
Erting Pan, Yang Yu, Xiaoguang Mei, Jun Huang, Jiayi Ma
From the abundance perspective: Multi-modal scene fusion-based hyperspectral image synthesis. Inf. Fusion 108 (2024)
Zongyi Peng, Yong Ma, Yujie Zhang, Hao Li, Fan Fan, Xiaoguang Mei
Seamless UAV Hyperspectral Image Stitching Using Optimal Seamline Detection via Graph Cuts. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma
Hyperspectral image denoising via spectral noise distribution bootstrap. Pattern Recognit. 142 (2023)
Yucheng Sun, Han Xu, Yong Ma, Minghui Wu, Xiaoguang Mei, Jun Huang, Jiayi Ma
Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qiwen Jin, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma
Adversarial Autoencoder Network for Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Qihai Chen, Jiayi Ma
Hyperspectral image destriping and denoising from a task decomposition view. Pattern Recognit. 144 (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan, Jiayi Ma
D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image. IEEE CAA J. Autom. Sinica 10 (3) (2023)
Aoxiang Fan, Xingyu Jiang, Yong Ma, Xiaoguang Mei, Jiayi Ma
Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Wendi Liu, Xiaoguang Mei, Yong Ma, Jun Huang, Qihai Chen, Hao Li
Graph l₁-Laplacians Regularized GMM for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mingfan Chu, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan
Learning-based correspondence classifier with self-attention hierarchical network. Appl. Intell. 53 (20) (2023)
Yang Yu, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Hao Li
Multi-stage convolutional autoencoder network for hyperspectral unmixing. Int. J. Appl. Earth Obs. Geoinformation 113 (2022)
Zhuliang Le, Jun Huang, Han Xu, Fan Fan, Yong Ma, Xiaoguang Mei, Jiayi Ma
UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion. Inf. Fusion 88 (2022)
Xinya Wang, Yingsong Cheng, Xiaoguang Mei, Junjun Jiang, Jiayi Ma
Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution. IEEE Trans. Computational Imaging 8 (2022)
Jiayi Ma, Xinyu Ye, Huabing Zhou, Xiaoguang Mei, Fan Fan
Loop-Closure Detection Using Local Relative Orientation Matching. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Jiayi Ma, Shenyue Wang, Kaining Zhang, Zheng He, Jun Huang, Xiaoguang Mei
Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus. IEEE Trans. Ind. Informatics 18 (6) (2022)
Chen Ma, Junjun Jiang, Huayi Li, Xiaoguang Mei, Chengchao Bai
Hyperspectral Image Classification via Spectral Pooling and Hybrid Transformer. Remote. Sens. 14 (19) (2022)
Han Xu, Yucheng Sun, Xiaoguang Mei, Xin Tian, Jiayi Ma
Attention-Guided Polarization Image Fusion Using Salient Information Distribution. IEEE Trans. Computational Imaging 8 (2022)
Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Lin
Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration. CVPR (2022)
Yuan Yao, Mengbi Wang, Ganghui Fan, Wendi Liu, Yong Ma, Xiaoguang Mei
Dictionary Learning-Cooperated Matrix Decomposition for Hyperspectral Target Detection. Remote. Sens. 14 (17) (2022)
Zongyi Peng, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan
Hyperspectral Image Stitching via Optimal Seamline Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
SQAD: Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, Yong Ma
SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer. IEEE CAA J. Autom. Sinica 9 (7) (2022)
Yujie Zhang, Xiaoguang Mei, Yong Ma, Xingyu Jiang, Zongyi Peng, Jun Huang
Hyperspectral Panoramic Image Stitching Using Robust Matching and Adaptive Bundle Adjustment. Remote. Sens. 14 (16) (2022)
Ganghui Fan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
Hyperspectral Anomaly Detection With Robust Graph Autoencoders. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qiwen Jin, Yong Ma, Xiaoguang Mei, Jiayi Ma
TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shasha Mei, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan
S2-Net: Self-Supervision Guided Feature Representation Learning for Cross-Modality Images. IEEE CAA J. Autom. Sinica 9 (10) (2022)
Chenhong Sui, Jun Zhou, Chang Li, Qiang Zheng, Jie Feng, Xiaoguang Mei, Jing Wang
Unsupervised Hyperspectral Band Selection With Multigraph Integrated Embedding and Robust Self-Contained Regression. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zizhuo Li, Yong Ma, Xiaoguang Mei, Jun Huang, Jiayi Ma
Guided neighborhood affine subspace embedding for feature matching. Pattern Recognit. 124 (2022)
Yong Ma, Ganghui Fan, Qiwen Jin, Jun Huang, Xiaoguang Mei, Jiayi Ma
Hyperspectral Anomaly Detection via Integration of Feature Extraction and Background Purification. IEEE Geosci. Remote. Sens. Lett. 18 (8) (2021)
Erting Pan, Yong Ma, Fan Fan, Xiaoguang Mei, Jun Huang
Hyperspectral Image Classification across Different Datasets: A Generalization to Unseen Categories. Remote. Sens. 13 (9) (2021)
Hao Li, Yuanshu Zhang, Yong Ma, Xiaoguang Mei, Shan Zeng, Yaqin Li
Pairwise Elastic Net Representation-Based Classification for Hyperspectral Image Classification. Entropy 23 (8) (2021)
Qiwen Jin, Yong Ma, Xiaoguang Mei, Hao Li, Jiayi Ma
UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing. ICASSP (2021)
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma
Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification. ICASSP (2021)
Ganghui Fan, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma
Robust Graph Autoencoder for Hyperspectral Anomaly Detection. ICASSP (2021)
Yuanshu Zhang, Yong Ma, Xiaobing Dai, Hao Li, Xiaoguang Mei, Jiayi Ma
Locality-constrained sparse representation for hyperspectral image classification. Inf. Sci. 546 (2021)
Yang Yu, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
A Spatial-Spectral Feature Descriptor for Hyperspectral Image Matching. Remote. Sens. 13 (23) (2021)
Kaining Zhang, Xingyu Jiang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma
Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection. IROS (2021)
Jiayi Ma, Han Xu, Junjun Jiang, Xiaoguang Mei, Xiao-Ping (Steven) Zhang
DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion. IEEE Trans. Image Process. 29 (2020)
Yang Wang, Xiaoguang Mei, Yong Ma, Jun Huang, Fan Fan, Jiayi Ma
Learning to find reliable correspondences with local neighborhood consensus. Neurocomputing 406 (2020)
Chenhong Sui, Chang Li, Jie Feng, Xiaoguang Mei
Unsupervised Manifold-Preserving and Weakly Redundant Band Selection Method for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Yujie Zhang, Zhiying Wan, Xingyu Jiang, Xiaoguang Mei
Automatic Stitching for Hyperspectral Images Using Robust Feature Matching and Elastic Warp. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jun Chen, Xuejiao Li, Linbo Luo, Xiaoguang Mei, Jiayi Ma
Infrared and visible image fusion based on target-enhanced multiscale transform decomposition. Inf. Sci. 508 (2020)
Erting Pan, Xiaoguang Mei, Quande Wang, Yong Ma, Jiayi Ma
Spectral-spatial classification for hyperspectral image based on a single GRU. Neurocomputing 387 (2020)
Jun Huang, Zhuliang Le, Yong Ma, Xiaoguang Mei, Fan Fan
A generative adversarial network with adaptive constraints for multi-focus image fusion. Neural Comput. Appl. 32 (18) (2020)
Yong Ma, Yuchen Wang, Xiaoguang Mei, Chengyin Liu, Xiaobing Dai, Fan Fan, Jun Huang
Visible/Infrared Combined 3D Reconstruction Scheme Based on Nonrigid Registration of Multi-Modality Images With Mixed Features. IEEE Access 7 (2019)
Erting Pan, Yong Ma, Xiaobing Dai, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma
GRU with Spatial Prior for Hyperspectral Image Classification. IGARSS (2019)
Xiaoguang Mei, Erting Pan, Yong Ma, Xiaobing Dai, Jun Huang, Fan Fan, Qinglei Du, Hong Zheng, Jiayi Ma
Spectral-Spatial Attention Networks for Hyperspectral Image Classification. Remote. Sens. 11 (8) (2019)
Jiayi Ma, Xinya Wang, Yijia He, Xiaoguang Mei, Ji Zhao
Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment. IEEE Access 7 (2019)
Yong Ma, Yuanshu Zhang, Xiaoguang Mei, Xiaobing Dai, Jiayi Ma
Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Qiwen Jin, Yong Ma, Erting Pan, Fan Fan, Jun Huang, Hao Li, Chenhong Sui, Xiaoguang Mei
Hyperspectral Unmixing with Gaussian Mixture Model and Spatial Group Sparsity. Remote. Sens. 11 (20) (2019)
Jiahao Wang, Jun Chen, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jun Huang, Jiayi Ma
Gaussian field estimator with manifold regularization for retinal image registration. Signal Process. 157 (2019)
Erting Pan, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Xin Tian, Jiayi Ma
Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network. IGARSS (2019)
Yong Ma, Qiwen Jin, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Hao Li, Jun Huang
Hyperspectral Unmixing with Gaussian Mixture Model and Low-Rank Representation. Remote. Sens. 11 (8) (2019)
Qiwen Jin, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Hao Li, Fan Fan, Jun Huang
Gaussian Mixture Model for Hyperspectral Unmixing with Low-Rank Representation. IGARSS (2019)
Linbo Luo, Qi Wan, Jun Chen, Yongtao Wang, Xiaoguang Mei
Drone Image Stitching Guided by Robust Elastic Warping and Locality Preserving Matching. IGARSS (2019)
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation. Neurocomputing 275 (2018)
Yong Ma, Chang Li, Hao Li, Xiaoguang Mei, Jiayi Ma
Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization. IEEE Geosci. Remote. Sens. Lett. 15 (4) (2018)
Qinglei Du, Aoxiang Fan, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei
Infrared and Visible Image Registration Based on Scale-Invariant PIIFD Feature and Locality Preserving Matching. IEEE Access 6 (2018)
Fan Fan, Yong Ma, Chang Li, Xiaoguang Mei, Jun Huang, Jiayi Ma
Hyperspectral image denoising with superpixel segmentation and low-rank representation. Inf. Sci. 397 (2017)
Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
Norm. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Yong Ma, Jiahao Wang, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jiayi Ma
Robust Image Feature Matching via Progressive Sparse Spatial Consensus. IEEE Access 5 (2017)
Chang Li, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
Sparse Unmixing of Hyperspectral Data with Noise Level Estimation. Remote. Sens. 9 (11) (2017)
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
Hyperspectral Image Classification With Robust Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
Hyperspectral Unmixing with Robust Collaborative Sparse Regression. Remote. Sens. 8 (7) (2016)
Jinhui Han, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma
An Infrared Small Target Detecting Algorithm Based on Human Visual System. IEEE Geosci. Remote. Sens. Lett. 13 (3) (2016)
Chang Li, Yong Ma, Jun Huang, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching. Sensors 15 (7) (2015)