Jun Liu

44 papers A* 2B 1Journal 41
YearRankTypeTitle / Venue / Authors
2026 J jnl
Constrained low-rank approximation of quaternion matrices and beyond.
Appl. Math. Lett.
Zhijie Wang, Liangtian He, Jifei Miao, Liang-Jian Deng, Jun Liu
2026 J jnl
Reweighted low-rank quaternion matrix factorization with deep denoising prior for color image inpainting.
Inf. Sci.
Zhijie Wang, Liangtian He, Shaobing Gao, Jifei Miao, Liang-Jian Deng, Jun Liu
2026 J jnl
Total curvature-driven blind image deblurring.
J. Comput. Appl. Math.
Caiying Wu, Lulu Zhang, Tingting Zhang, Jiawei Lu, Guoqing Chen, Jun Liu, Qiyu Jin, Tieyong Zeng
2025 J jnl
Deep Neural Networks Inspired by Differential Equations.
CoRR
Yongshuai Liu, Lianfang Wang, Kuilin Qin, Qinghua Zhang, Faqiang Wang, Li Cui, Jun Liu, Yuping Duan, Tieyong Zeng
2025 J jnl
Diffusion-Driven Pansharpening via Conditional Multi-Stage Fusion.
IEEE J. Sel. Top. Signal Process.
Pengyu Chen, Libo Cheng, Liang-Jian Deng, Jun Liu, Jianing Sun, Tieyong Zeng
2025 J jnl
Matrix Completion Via Reweighted Logarithmic Norm Minimization.
CoRR
Zhijie Wang, Liangtian He, Qinghua Zhang, Jifei Miao, Liang-Jian Deng, Jun Liu
2025 J jnl
Quaternion-based deep image prior with regularization by denoising for color image restoration.
Signal Process.
Qinghua Zhang, Liangtian He, Shaobing Gao, Liang-Jian Deng, Jun Liu
2025 J jnl
Scene recovery with detail-preserving.
Signal Process. Image Commun.
Tingting Wu, Xinru Wang, Jun Liu, Tieyong Zeng
2024 J jnl
AoSRNet: All-in-One Scene Recovery Networks via Multi-knowledge Integration.
CoRR
Yuxu Lu, Dong Yang, Yuan Gao, Ryan Wen Liu, Jun Liu, Yu Guo
2024 J jnl
AoSRNet: All-in-One Scene Recovery Networks via multi-knowledge integration.
Knowl. Based Syst.
Yuxu Lu, Dong Yang, Yuan Gao, Ryan Wen Liu, Jun Liu, Yu Guo
2024 J jnl
Quaternion weighted Schatten p-norm minimization for color image restoration with convergence guarantee.
Signal Process.
Qinghua Zhang, Liangtian He, Yilun Wang, Liang-Jian Deng, Jun Liu
2024 J jnl
Remote Sensing Image Destriping by an ℓ₀-Based Nonconvex Model With Overlapping Group Sparse Hyper-Laplacian Prior.
IEEE Geosci. Remote. Sens. Lett.
Hong-Xia Dou, Miao-Miao Zhang, Rui Wen, Yong Chen, Jun Liu, Liang-Jian Deng
2024 J jnl
Unsupervised video rain streaks removal with deep foreground-background modeling.
J. Comput. Appl. Math.
Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Jun Liu
2023 J jnl
A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration.
CoRR
Qing-Hua Zhang, Liangtian He, Yilun Wang, Liang-Jian Deng, Jun Liu
2023 J jnl
Rank-One Prior: Real-Time Scene Recovery.
IEEE Trans. Pattern Anal. Mach. Intell.
Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng
2023 A* conf
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior.
CVPR
Xiaole Tang, Xile Zhao, Jun Liu, Jianli Wang, Yuchun Miao, Tieyong Zeng
2022 J jnl
Uncertainty-Aware Unsupervised Image Deblurring with Deep Priors Guided by Domain Knowledge.
CoRR
Xiaole Tang, Xile Zhao, Jun Liu, Jian-Li Wang, Yuchun Miao, Tieyong Zeng
2021 J jnl
Blind motion deconvolution for binary images.
J. Comput. Appl. Math.
Xiao-Guang Lv, Jun Liu, Fang Li, Xuan-Liang Yao
2021 J jnl
Image restoration using overlapping group sparsity on hyper-Laplacian prior of image gradient.
Neurocomputing
Kyongson Jon, Ying Sun, Qixin Li, Jun Liu, Xiaofei Wang, Wensheng Zhu
2021 A* conf
Rank-One Prior: Toward Real-Time Scene Recovery.
CVPR
Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng
2021 J jnl
Rank-One Prior: Toward Real-Time Scene Recovery.
CoRR
Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng
2021 J jnl
Single image restoration through ℓ2-relaxed truncated ℓ0 analysis-based sparse optimization in tight frames.
Neurocomputing
Liangtian He, Yilun Wang, Jun Liu, Chao Wang, Shaobing Gao
2021 J jnl
Surface-Aware Blind Image Deblurring.
IEEE Trans. Pattern Anal. Mach. Intell.
Jun Liu, Ming Yan, Tieyong Zeng
2021 J jnl
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms.
IEEE Trans. Computational Imaging
Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jiang, Jun Liu
2021 J jnl
Wavelet Frame-Based Image Restoration via $\ell _2$-Relaxed Truncated $\ell _0$ Regularization and Nonlocal Estimation.
IEEE Signal Process. Lett.
Liangtian He, Yilun Wang, Jin-Jin Mei, Jun Liu, Chao Wang
2021 J jnl
Weighted Hyper-Laplacian Prior with Overlapping Group Sparsity for Image Restoration under Cauchy Noise.
J. Sci. Comput.
Kyongson Jon, Jun Liu, Xiaofei Wang, Wensheng Zhu, Yu Xing
2020 J jnl
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees.
Appl. Math. Comput.
Hong-Xia Dou, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Jun Liu
2019 B conf
Image Smoothing Via Gradient Sparsity and Surface Area Minimization.
ICIP
Jun Liu, Ming Yan, Jinshan Zeng, Tieyong Zeng
2018 J jnl
Image segmentation based on an active contour model of partial image restoration with local cosine fitting energy.
Inf. Sci.
Jiaqing Miao, Ting-Zhu Huang, Xiaobing Zhou, Yugang Wang, Jun Liu
2016 J jnl
A convex total generalized variation regularized model for multiplicative noise and blur removal.
Appl. Math. Comput.
Mu-Ga Shama, Ting-Zhu Huang, Jun Liu, Si Wang
2016 J jnl
Deblurring Poisson noisy images by total variation with overlapping group sparsity.
Appl. Math. Comput.
Xiao-Guang Lv, Le Jiang, Jun Liu
2016 J jnl
New inexact explicit thresholding/shrinkage formulas for inverse problems with overlapping group sparsity.
EURASIP J. Image Video Process.
Gang Liu, Ting-Zhu Huang, Xiao-Guang Lv, Jun Liu
2016 J jnl
Total variation with overlapping group sparsity for speckle noise reduction.
Neurocomputing
Jun Liu, Ting-Zhu Huang, Gang Liu, Si Wang, Xiao-Guang Lv
2015 J jnl
Alternating direction method for the high-order total variation-based Poisson noise removal problem.
Numer. Algorithms
Le Jiang, Jin Huang, Xiao-Guang Lv, Jun Liu
2015 J jnl
Image restoration using total variation with overlapping group sparsity.
Inf. Sci.
Jun Liu, Ting-Zhu Huang, Ivan W. Selesnick, Xiao-Guang Lv, Po-Yu Chen
2015 J jnl
Restoration of blurred color images with impulse noise.
Comput. Math. Appl.
Jun Liu, Ting-Zhu Huang, Xiao-Guang Lv, Jie Huang
2014 J jnl
An alternating iterative algorithm for image deblurring and denoising problems.
Commun. Nonlinear Sci. Numer. Simul.
Si Wang, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
2014 J jnl
An augmented Lagrangian algorithm for total bounded variation regularization based image deblurring.
J. Frankl. Inst.
Yi Xu, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
2014 J jnl
High-order TVL1-based images restoration and spatially adapted regularization parameter selection.
Comput. Math. Appl.
Gang Liu, Ting-Zhu Huang, Jun Liu
2013 J jnl
An efficient operator splitting method for local region Chan-Vese model.
EURASIP J. Adv. Signal Process.
Hui Wang, Ting-Zhu Huang, Jun Liu
2013 J jnl
Image Restoration using Total Variation with Overlapping Group Sparsity.
CoRR
Jun Liu, Ting-Zhu Huang, Ivan W. Selesnick, Xiao-Guang Lv, Po-Yu Chen
2013 J jnl
New approximate thresholding/shrinkage formulas for one class of regularization problems with overlapping group sparsity.
CoRR
Gang Liu, Ting-Zhu Huang, Xiao-Guang Lv, Jun Liu
2013 J jnl
Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model.
J. Appl. Math.
Yi Xu, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
2013 J jnl
Total variation with overlapping group sparsity for image deblurring under impulse noise.
CoRR
Gang Liu, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv