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Journal Articles
- 2024
[j21]Lang He, Zheng Li, Prayag Tiwari
, Cui Cao, Jize Xue, Feng Zhu, Di Wu:
Depressformer: Leveraging Video Swin Transformer and fine-grained local features for depression scale estimation. Biomed. Signal Process. Control. 96: 106490 (2024)- [j20]Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jiaxin Yao, Jonathan Cheung-Wai Chan:
Transferable Multiple Subspace Learning for Hyperspectral Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j19]Tongle Wu, Bin Gao, Jicong Fan, Jize Xue, Wai Lok Woo:
Low-Rank Tensor Completion Based on Self-Adaptive Learnable Transforms. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8826-8838 (2024) - 2023
- [j18]Jinglei Hao, Jize Xue, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan:
Transformed Structured Sparsity With Smoothness for Hyperspectral Image Deblurring. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j17]Haijin Zeng, Jize Xue, Hiep Luong, Wilfried Philips:
Multimodal Core Tensor Factorization and its Applications to Low-Rank Tensor Completion. IEEE Trans. Multim. 25: 7010-7024 (2023) - [j16]Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica:
Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9259-9273 (2023) - 2022
- [j15]Xiangyang Kong, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Jize Xue:
Hyperspectral Image Restoration via Spatial-Spectral Residual Total Variation Regularized Low-Rank Tensor Decomposition. Remote. Sens. 14(3): 511 (2022) - [j14]Jize Xue, Yongqiang Zhao, Yuanyang Bu, Jonathan Cheung-Wai Chan, Seong G. Kong:
When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion. IEEE Trans. Cybern. 52(12): 13887-13901 (2022) - [j13]Jize Xue, Yongqiang Zhao, Shaoguang Huang, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong:
Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6916-6930 (2022) - 2021
- [j12]Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong, Chen Yi, Jinhuan Wen, Binglu Wang:
Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 59(1): 648-662 (2021) - [j11]Jize Xue, Yongqiang Zhao, Yuanyang Bu, Wenzhi Liao, Jonathan Cheung-Wai Chan, Wilfried Philips:
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 30: 3084-3097 (2021) - 2020
- [j10]Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong:
Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping. Remote. Sens. 12(4): 704 (2020) - [j9]Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Zhigang Ren, HaiXia Huang, JiYuan Zang:
Hyperspectral Image Denoising Based on Nonlocal Low-Rank and TV Regularization. Remote. Sens. 12(12): 1956 (2020) - [j8]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong:
Enhanced Sparsity Prior Model for Low-Rank Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4567-4581 (2020) - 2019
- [j7]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan:
Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction. Inf. Sci. 501: 406-420 (2019) - [j6]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan:
Nonconvex tensor rank minimization and its applications to tensor recovery. Inf. Sci. 503: 109-128 (2019) - [j5]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan:
Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction. Remote. Sens. 11(2): 193 (2019) - [j4]Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan:
Hyperspectral Image Denoising Using Global Weighted Tensor Norm Minimum and Nonlocal Low-Rank Approximation. Remote. Sens. 11(19): 2281 (2019) - [j3]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan:
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 57(7): 5174-5189 (2019) - 2018
- [j2]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan:
Total Variation and Rank-1 Constraint RPCA for Background Subtraction. IEEE Access 6: 49955-49966 (2018) - [j1]Jize Xue, Yongqiang Zhao, Wenzhi Liao, Seong G. Kong:
Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 56(4): 1940-1958 (2018)
Conference and Workshop Papers
- 2021
- [c3]Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan:
Smooth Coupled Tucker Decomposition for Hyperspectral Image Super-Resolution. PRCV (3) 2021: 238-248 - 2017
- [c2]Yongqiang Zhao, Jize Xue, Jinglei Hao:
Tensor non-local low-rank regularization for recovering compressed hyperspectral images. ICIP 2017: 3046-3050 - 2015
- [c1]Yongqiang Zhao, Qunnie Peng, Jize Xue, Seong G. Kong:
Specular reflection removal using local structural similarity and chromaticity consistency. ICIP 2015: 3397-3401
Coauthor Index
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