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2020 – today
- 2025
[j65]Pei Yang, Yong Ma, Xiaoguang Mei, Qihai Chen, Minghui Wu, Jiayi Ma:
Deep blind super-resolution for hyperspectral images. Pattern Recognit. 157: 110916 (2025)- [i1]Wendi Liu, Pei Yang, Wenhui Hong, Xiaoguang Mei, Jiayi Ma:
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations. CoRR abs/2502.17056 (2025) - 2024
- [j64]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: 108506 (2024) - [j63]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): 113-130 (2024) - [j62]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: 102419 (2024) - [j61]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: 1-19 (2024) - [j60]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: 1-18 (2024) - [j59]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: 1-18 (2024) - [c11]Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma:
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening. AAAI 2024: 5419-5426 - [c10]Yang Yu, Erting Pan, Xinya Wang, Yuheng Wu, Xiaoguang Mei, Jiayi Ma:
Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis. CVPR 2024: 9297-9306 - 2023
- [j58]Mingfan Chu, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan:
Learning-based correspondence classifier with self-attention hierarchical network. Appl. Intell. 53(20): 24360-24376 (2023) - [j57]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): 813-815 (2023) - [j56]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: 1-5 (2023) - [j55]Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma:
Hyperspectral image denoising via spectral noise distribution bootstrap. Pattern Recognit. 142: 109699 (2023) - [j54]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: 109832 (2023) - [j53]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: 1-12 (2023) - [j52]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: 1-13 (2023) - [j51]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: 1-16 (2023) - [j50]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): 4460-4472 (2023) - [j49]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): 4555-4569 (2023) - 2022
- [j48]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: 102981 (2022) - [j47]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): 1200-1217 (2022) - [j46]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): 1883-1885 (2022) - [j45]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: 305-318 (2022) - [j44]Zongyi Peng, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan:
Hyperspectral Image Stitching via Optimal Seamline Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j43]Zizhuo Li, Yong Ma, Xiaoguang Mei, Jun Huang, Jiayi Ma:
Guided neighborhood affine subspace embedding for feature matching. Pattern Recognit. 124: 108489 (2022) - [j42]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): 4038 (2022) - [j41]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): 4369 (2022) - [j40]Chen Ma, Junjun Jiang, Huayi Li, Xiaoguang Mei, Chengchao Bai:
Hyperspectral Image Classification via Spectral Pooling and Hybrid Transformer. Remote. Sens. 14(19): 4732 (2022) - [j39]Han Xu, Yucheng Sun, Xiaoguang Mei, Xin Tian, Jiayi Ma:
Attention-Guided Polarization Image Fusion Using Salient Information Distribution. IEEE Trans. Computational Imaging 8: 1117-1130 (2022) - [j38]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: 1223-1236 (2022) - [j37]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: 1-14 (2022) - [j36]Qiwen Jin, Yong Ma, Xiaoguang Mei, Jiayi Ma:
TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j35]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: 1-14 (2022) - [j34]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: 1-15 (2022) - [j33]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): 3681-3691 (2022) - [j32]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): 7896-7909 (2022) - [c9]Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Lin:
Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration. CVPR 2022: 1414-1424 - 2021
- [j31]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): 956 (2021) - [j30]Yuanshu Zhang, Yong Ma, Xiaobing Dai, Hao Li, Xiaoguang Mei, Jiayi Ma:
Locality-constrained sparse representation for hyperspectral image classification. Inf. Sci. 546: 858-870 (2021) - [j29]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): 1436-1440 (2021) - [j28]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): 1672 (2021) - [j27]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): 4912 (2021) - [c8]Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma:
Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification. ICASSP 2021: 1825-1829 - [c7]Ganghui Fan, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma:
Robust Graph Autoencoder for Hyperspectral Anomaly Detection. ICASSP 2021: 1830-1834 - [c6]Qiwen Jin, Yong Ma, Xiaoguang Mei, Hao Li, Jiayi Ma:
UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing. ICASSP 2021: 1885-1889 - [c5]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: 445-451 - 2020
- [j26]Erting Pan, Xiaoguang Mei, Quande Wang, Yong Ma, Jiayi Ma:
Spectral-spatial classification for hyperspectral image based on a single GRU. Neurocomputing 387: 150-160 (2020) - [j25]Yang Wang, Xiaoguang Mei, Yong Ma, Jun Huang, Fan Fan, Jiayi Ma:
Learning to find reliable correspondences with local neighborhood consensus. Neurocomputing 406: 150-158 (2020) - [j24]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: 64-78 (2020) - [j23]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): 15119-15129 (2020) - [j22]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: 3145-3154 (2020) - [j21]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): 1156-1170 (2020) - [j20]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: 4980-4995 (2020)
2010 – 2019
- 2019
- [j19]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: 19199-19211 (2019) - [j18]Jiayi Ma, Xinya Wang, Yijia He, Xiaoguang Mei, Ji Zhao:
Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment. IEEE Access 7: 181800-181811 (2019) - [j17]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): 911 (2019) - [j16]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): 963 (2019) - [j15]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): 2434 (2019) - [j14]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: 225-235 (2019) - [j13]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): 4995-5008 (2019) - [c4]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: 294-297 - [c3]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: 413-416 - [c2]Erting Pan, Yong Ma, Xiaobing Dai, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma:
GRU with Spatial Prior for Hyperspectral Image Classification. IGARSS 2019: 967-970 - [c1]Linbo Luo, Qi Wan, Jun Chen, Yongtao Wang, Xiaoguang Mei:
Drone Image Stitching Guided by Robust Elastic Warping and Locality Preserving Matching. IGARSS 2019: 9212-9215 - 2018
- [j12]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: 64107-64121 (2018) - [j11]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: 2783-2797 (2018) - [j10]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): 587-591 (2018) - 2017
- [j9]Yong Ma, Jiahao Wang, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jiayi Ma:
Robust Image Feature Matching via Progressive Sparse Spatial Consensus. IEEE Access 5: 24568-24579 (2017) - [j8]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: 48-68 (2017) - [j7]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): 1166 (2017) - [j6]Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Robust Sparse Hyperspectral Unmixing With ell2, 1 Norm. IEEE Trans. Geosci. Remote. Sens. 55(3): 1227-1239 (2017) - 2016
- [j5]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): 452-456 (2016) - [j4]Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Hyperspectral Image Classification With Robust Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 13(5): 641-645 (2016) - [j3]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): 952-956 (2016) - [j2]Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Hyperspectral Unmixing with Robust Collaborative Sparse Regression. Remote. Sens. 8(7): 588 (2016) - 2015
- [j1]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): 15868-15887 (2015)
Coauthor Index
[j65] [i1] [j64] [j63] [j62] [j60] [c11] [c10] [j57] [j55] [j54] [j53] [j51] [j50] [j49] [j47] [j45] [j43] [j39] [j38] [j37] [j36] [j35] [j33] [j32] [c9] [j30] [j29] [j27] [c8] [c7] [c6] [c5] [j26] [j25] [j24] [j20] [j18] [j16] [j14] [j13] [c3] [c2] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1]
[j65] [j64] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j37] [j36] [j35] [j31] [j30] [j29] [j28] [j27] [c8] [c7] [c6] [j26] [j25] [j23] [j19] [j17] [j16] [j15] [j13] [c4] [c3] [c2] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1]
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