Jun Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Multiplicative Noise

Image Deblurring

Top Venues

Appl. Math. Comput.

Comput. Math. Appl.

EURASIP J. Image Video Process.

Publications

Yuxu Lu, Dong Yang, Yuan Gao, Ryan Wen Liu, Jun Liu, Yu Guo
AoSRNet: All-in-One Scene Recovery Networks via multi-knowledge integration. Knowl. Based Syst. 294 (2024)
Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Jun Liu
Unsupervised video rain streaks removal with deep foreground-background modeling. J. Comput. Appl. Math. 436 (2024)
Hong-Xia Dou, Miao-Miao Zhang, Rui Wen, Yong Chen, Jun Liu, Liang-Jian Deng
Remote Sensing Image Destriping by an ℓ₀-Based Nonconvex Model With Overlapping Group Sparse Hyper-Laplacian Prior. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xiaole Tang, Xile Zhao, Jun Liu, Jianli Wang, Yuchun Miao, Tieyong Zeng
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior. CVPR (2023)
Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng
Rank-One Prior: Real-Time Scene Recovery. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Hong-Xia Dou, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Jun Liu
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees. Appl. Math. Comput. 377 (2020)
Jiaqing Miao, Ting-Zhu Huang, Xiaobing Zhou, Yugang Wang, Jun Liu
Image segmentation based on an active contour model of partial image restoration with local cosine fitting energy. Inf. Sci. 447 (2018)
Jun Liu, Ting-Zhu Huang, Gang Liu, Si Wang, Xiao-Guang Lv
Total variation with overlapping group sparsity for speckle noise reduction. Neurocomputing 216 (2016)
Gang Liu, Ting-Zhu Huang, Xiao-Guang Lv, Jun Liu
New inexact explicit thresholding/shrinkage formulas for inverse problems with overlapping group sparsity. EURASIP J. Image Video Process. 2016 (2016)
Mu-Ga Shama, Ting-Zhu Huang, Jun Liu, Si Wang
A convex total generalized variation regularized model for multiplicative noise and blur removal. Appl. Math. Comput. 276 (2016)
Xiao-Guang Lv, Le Jiang, Jun Liu
Deblurring Poisson noisy images by total variation with overlapping group sparsity. Appl. Math. Comput. 289 (2016)
Le Jiang, Jin Huang, Xiao-Guang Lv, Jun Liu
Alternating direction method for the high-order total variation-based Poisson noise removal problem. Numer. Algorithms 69 (3) (2015)
Jun Liu, Ting-Zhu Huang, Xiao-Guang Lv, Jie Huang
Restoration of blurred color images with impulse noise. Comput. Math. Appl. 70 (6) (2015)
Jun Liu, Ting-Zhu Huang, Ivan W. Selesnick, Xiao-Guang Lv, Po-Yu Chen
Image restoration using total variation with overlapping group sparsity. Inf. Sci. 295 (2015)
Gang Liu, Ting-Zhu Huang, Jun Liu
High-order TVL1-based images restoration and spatially adapted regularization parameter selection. Comput. Math. Appl. 67 (10) (2014)
Yi Xu, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
An augmented Lagrangian algorithm for total bounded variation regularization based image deblurring. J. Frankl. Inst. 351 (6) (2014)
Si Wang, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
An alternating iterative algorithm for image deblurring and denoising problems. Commun. Nonlinear Sci. Numer. Simul. 19 (3) (2014)
Gang Liu, Ting-Zhu Huang, Xiao-Guang Lv, Jun Liu
New approximate thresholding/shrinkage formulas for one class of regularization problems with overlapping group sparsity. CoRR (2013)
Gang Liu, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
Total variation with overlapping group sparsity for image deblurring under impulse noise. CoRR (2013)
Jun Liu, Ting-Zhu Huang, Ivan W. Selesnick, Xiao-Guang Lv, Po-Yu Chen
Image Restoration using Total Variation with Overlapping Group Sparsity. CoRR (2013)
Yi Xu, Ting-Zhu Huang, Jun Liu, Xiao-Guang Lv
Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model. J. Appl. Math. 2013 (2013)
Hui Wang, Ting-Zhu Huang, Jun Liu
An efficient operator splitting method for local region Chan-Vese model. EURASIP J. Adv. Signal Process. 2013 (2013)