Jun Liu

Orcid: 0000-0003-2073-8320

Affiliations:
  • Northeast Normal University, School of Mathematics and Statistics, Changchun, China
  • University of Electronic Science and Technology of China, School of Mathematical Sciences/Institute of Computational Science, Chengdu, China (PhD 2015)


According to our database1, Jun Liu authored at least 30 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Unsupervised video rain streaks removal with deep foreground-background modeling.
J. Comput. Appl. Math., January, 2024

2023
Rank-One Prior: Real-Time Scene Recovery.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Meta Compositional Referring Expression Segmentation.
CoRR, 2023

Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Uncertainty-Aware Unsupervised Image Deblurring with Deep Priors Guided by Domain Knowledge.
CoRR, 2022

2021
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms.
IEEE Trans. Computational Imaging, 2021

Wavelet Frame-Based Image Restoration via $\ell _2$-Relaxed Truncated $\ell _0$ Regularization and Nonlocal Estimation.
IEEE Signal Process. Lett., 2021

Surface-Aware Blind Image Deblurring.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Weighted Hyper-Laplacian Prior with Overlapping Group Sparsity for Image Restoration under Cauchy Noise.
J. Sci. Comput., 2021

Blind motion deconvolution for binary images.
J. Comput. Appl. Math., 2021

Image restoration using overlapping group sparsity on hyper-Laplacian prior of image gradient.
Neurocomputing, 2021

Single image restoration through ℓ2-relaxed truncated ℓ0 analysis-based sparse optimization in tight frames.
Neurocomputing, 2021

Rank-One Prior: Toward Real-Time Scene Recovery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees.
Appl. Math. Comput., 2020

2019
Image Smoothing Via Gradient Sparsity and Surface Area Minimization.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Image segmentation based on an active contour model of partial image restoration with local cosine fitting energy.
Inf. Sci., 2018

2016
Total variation with overlapping group sparsity for speckle noise reduction.
Neurocomputing, 2016

New inexact explicit thresholding/shrinkage formulas for inverse problems with overlapping group sparsity.
EURASIP J. Image Video Process., 2016

A convex total generalized variation regularized model for multiplicative noise and blur removal.
Appl. Math. Comput., 2016

Deblurring Poisson noisy images by total variation with overlapping group sparsity.
Appl. Math. Comput., 2016

2015
Alternating direction method for the high-order total variation-based Poisson noise removal problem.
Numer. Algorithms, 2015

Image restoration using total variation with overlapping group sparsity.
Inf. Sci., 2015

Restoration of blurred color images with impulse noise.
Comput. Math. Appl., 2015

2014
An augmented Lagrangian algorithm for total bounded variation regularization based image deblurring.
J. Frankl. Inst., 2014

An alternating iterative algorithm for image deblurring and denoising problems.
Commun. Nonlinear Sci. Numer. Simul., 2014

High-order TVL1-based images restoration and spatially adapted regularization parameter selection.
Comput. Math. Appl., 2014

2013
Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model.
J. Appl. Math., 2013

An efficient operator splitting method for local region Chan-Vese model.
EURASIP J. Adv. Signal Process., 2013

New approximate thresholding/shrinkage formulas for one class of regularization problems with overlapping group sparsity.
CoRR, 2013

Total variation with overlapping group sparsity for image deblurring under impulse noise.
CoRR, 2013


  Loading...