Jize Xue

26 papers B 2Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Transductive gradient injection for improved hyperspectral image denoising.
Eng. Appl. Artif. Intell.
Yuanyang Bu, Yong-Qiang Zhao, Jize Xue, Seong G. Kong, Jiaxin Yao, Jonathan Cheung-Wai Chan, Pan Liu, Xun Zhang
2024 J jnl
Depressformer: Leveraging Video Swin Transformer and fine-grained local features for depression scale estimation.
Biomed. Signal Process. Control.
Lang He, Zheng Li, Prayag Tiwari, Cui Cao, Jize Xue, Feng Zhu, Di Wu
2024 J jnl
Low-Rank Tensor Completion Based on Self-Adaptive Learnable Transforms.
IEEE Trans. Neural Networks Learn. Syst.
Tongle Wu, Bin Gao, Jicong Fan, Jize Xue, Wai Lok Woo
2024 J jnl
Tensor Convolution-Like Low-Rank Dictionary for High-Dimensional Image Representation.
IEEE Trans. Circuits Syst. Video Technol.
Jize Xue, Yongqiang Zhao, Tongle Wu, Jonathan Cheung-Wai Chan
2024 J jnl
Transferable Multiple Subspace Learning for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jiaxin Yao, Jonathan Cheung-Wai Chan
2023 J jnl
Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection.
IEEE Trans. Neural Networks Learn. Syst.
Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica
2023 J jnl
Multimodal Core Tensor Factorization and its Applications to Low-Rank Tensor Completion.
IEEE Trans. Multim.
Haijin Zeng, Jize Xue, Hiep Luong, Wilfried Philips
2023 J jnl
Transformed Structured Sparsity With Smoothness for Hyperspectral Image Deblurring.
IEEE Geosci. Remote. Sens. Lett.
Jinglei Hao, Jize Xue, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2022 J jnl
Hyperspectral Image Restoration via Spatial-Spectral Residual Total Variation Regularized Low-Rank Tensor Decomposition.
Remote. Sens.
Xiangyang Kong, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Jize Xue
2022 J jnl
Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion.
IEEE Trans. Neural Networks Learn. Syst.
Jize Xue, Yongqiang Zhao, Shaoguang Huang, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong
2022 J jnl
When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion.
IEEE Trans. Cybern.
Jize Xue, Yongqiang Zhao, Yuanyang Bu, Jonathan Cheung-Wai Chan, Seong G. Kong
2021 J jnl
Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong, Chen Yi, Jinhuan Wen, Binglu Wang
2021 — conf
Smooth Coupled Tucker Decomposition for Hyperspectral Image Super-Resolution.
PRCV (3)
Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan
2021 J jnl
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Jize Xue, Yongqiang Zhao, Yuanyang Bu, Wenzhi Liao, Jonathan Cheung-Wai Chan, Wilfried Philips
2020 J jnl
Enhanced Sparsity Prior Model for Low-Rank Tensor Completion.
IEEE Trans. Neural Networks Learn. Syst.
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong
2020 J jnl
Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping.
Remote. Sens.
Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong
2020 J jnl
Hyperspectral Image Denoising Based on Nonlocal Low-Rank and TV Regularization.
Remote. Sens.
Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Zhigang Ren, Haixia Huang, JiYuan Zang
2019 J jnl
Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction.
Inf. Sci.
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
2019 J jnl
Hyperspectral Image Denoising Using Global Weighted Tensor Norm Minimum and Nonlocal Low-Rank Approximation.
Remote. Sens.
Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan
2019 J jnl
Nonconvex tensor rank minimization and its applications to tensor recovery.
Inf. Sci.
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
2019 J jnl
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
2019 J jnl
Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction.
Remote. Sens.
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
2018 J jnl
Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Seong G. Kong
2018 J jnl
Total Variation and Rank-1 Constraint RPCA for Background Subtraction.
IEEE Access
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
2017 B conf
Tensor non-local low-rank regularization for recovering compressed hyperspectral images.
ICIP
Yongqiang Zhao, Jize Xue, Jinglei Hao
2015 B conf
Specular reflection removal using local structural similarity and chromaticity consistency.
ICIP
Yongqiang Zhao, Qunnie Peng, Jize Xue, Seong G. Kong