Jize Xue

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Image Denoising

Tensor Decomposition

Sparse Approximation

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2024)
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) (2024)
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 (2024)
Haijin Zeng, Jize Xue, Hiep Luong, Wilfried Philips
Multimodal Core Tensor Factorization and its Applications to Low-Rank Tensor Completion. IEEE Trans. Multim. 25 (2023)
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) (2023)
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 (2023)
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) (2022)
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) (2022)
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) (2022)
Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan
Smooth Coupled Tucker Decomposition for Hyperspectral Image Super-Resolution. PRCV (3) (2021)
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 (2021)
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) (2021)
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) (2020)
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) (2020)
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) (2020)
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) (2019)
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 (2019)
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) (2019)
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) (2019)
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
Nonconvex tensor rank minimization and its applications to tensor recovery. Inf. Sci. 503 (2019)
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) (2018)
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
Total Variation and Rank-1 Constraint RPCA for Background Subtraction. IEEE Access 6 (2018)
Yongqiang Zhao, Jize Xue, Jinglei Hao
Tensor non-local low-rank regularization for recovering compressed hyperspectral images. ICIP (2017)
Yongqiang Zhao, Qunnie Peng, Jize Xue, Seong G. Kong
Specular reflection removal using local structural similarity and chromaticity consistency. ICIP (2015)