Home  Publications  Useful Links 

Preprints

External Prior Guided Internal Prior Learning for Real Noisy Image Denoising
Jun Xu, Lei Zhang, David Zhang
Major Revision in IEEE Transactions on Image Processing (TIP)
[Preprint] [Supp] [Code (TBA)] [Bibtex]

Selected Publications

2017

Partial Deconvolution with Inaccurate Blur Kernel
Dongwei Ren, Wangmeng Zuo, David Zhang, Jun Xu, Lei Zhang
IEEE Transactions on Image Processing (TIP), 2017.
[Paper]

Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng
International Conference on Computer Vision (ICCV), Venice, Italy, 2017.
[Paper] [Supp] [Poster] [Github] [Bibtex]

2016

Patch Group based Bayesian Learning for Blind Image Denoising
Jun Xu, Dongwei Ren, Lei Zhang, David Zhang
Asian Conference on Computer Vision (ACCV), NTIRE workshop, Taipei, Taiwan, 2016.
[Paper] [Supp] [Code] [Bibtex]

2015

Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising
Jun Xu, Lei Zhang, Wangmeng Zuo, David Zhang and Xiangchu Feng
International Conference on Computer Vision (ICCV), 244-252, Santiago, Chile, 2015.
[Paper] [Supp] [Poster] [Testing Code] [Training Code] [Bibtex]

Reweighted Sparse Subspace Clustering
Jun Xu, Kui Xu, Ke Chen, Jishou Ruan
Computer Vision and Image Understanding (CVIU), 138, 25-37, September 2015.
[Paper] [Code] [Freiburg-Berkeley Motion Segmentation Dataset (137 Sequences, 54.7M)] [Bibtex]

2014

newDNA-Prot: Prediction of DNA-binding proteins by employing support vector machine and a comprehensive sequence representation
Y. Zhang, J. Xu, W. Zheng, C. Zhang, X. Qiu, K. Chen, J. Ruan
Computational Biology and Chemistry, 51-59, 2014.
[Paper] [Bibtex]

Thesis

Nonlocal Self-Similarity Based Prior Modeling for Image Denoising
Jun Xu
PhD Thesis, Department of Computing, Hong Kong Polytechnic University, 2018
Thesis