Embedded Files
Emails: taixiangjiang at gmail dot com; jiangtx at swufe dot edu dot cn
Address: Room 422, Tongbo Building, 555, Liutai Avenue, Wenjiang District, Chengdu, Sichuan, P. R. China, 611130
News
News
2021.03.09 I will be a keynote speaker of ICSIPC2021 which will be held on April 16-18, 2021 in Chengdu.
2021.02.15 Two co-authored papers are accepted. (One by AAAI-2021 and another by Numerische Mathematik)
2020.10.10 One co-authored paper "A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising" is accepted by IEEE TGRS. [paper] (very effective for HSIs' Gaussian noise removal)
2020.08.27 The code of "Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion" has been released. [code]
2020.08.20 Two preprints have been uploaded to arXiv.
[Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior]
[Nonnegative Low Rank Tensor Approximation and its Application to Multi-dimensional Images]
2020.05.27 One paper "Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion" is accepted by IEEE TIP.
2020.03.12 One paper "Deep Plug-and-Play Prior for Low-Rank Tensor Completion " is accepted by Neurocomputing.[ArXiv] [code]
2020.01.10 One paper "Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm" is accepted by J. Comput. Appl. Math.. [arxiv version] [code]
2019.10.01 I have joined School of Economic Information Engineering, SWUFE.
Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang, "Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion," IEEE Trans. on Image Process., 2020. [pdf] [code]
Tai-Xiang Jiang, Ting-Zhu Huang*, Xi-Le Zhao*, Liang-Jian Deng, "Multi-Dimensional Imaging Data Recovery via Minimizing the Partial Sum of Tubal Nuclear Norm, " J. Comput. Appl. Math., 372 (2020): 112680. [ArXiv] [code]
Xi-Le Zhao, Wen-Hao Xu, Tai-Xiang Jiang*, Yao Wang, Michael Ng, "Deep Plug-and-Play Prior for Low-Rank Tensor Completion," Neurocomputing, 2020. [code]
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang, "FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors," IEEE Trans. on Image Process., 28(4), 2019: 2089-2102. [pdf][ArXiv] [code (consisted of comparison with 6 state-of-the-art methods)] [data (baidu yun key: slhs ) (google drive)] ESI highly cited
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Liang-Jian Deng, "Matrix factorization for low-rank tensor completion using framelet prior,” Information Sciences 436 (2018): 403-417. [pdf] [code]
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang; "A novel tensor-based video rain streaks removal approach via utilizing discriminatively intrinsic priors", CVPR, 2017, pp. 2818-2827. [paper] [supp] [poster] [code]
Education
Education
09/2015 - 06/2019: Ph.D. student in School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), supervised by Prof. Ting-Zhu Huang.
02/2019 - 05/2019: Research assistant at Department of Mathematics, Hong Kong Baptist University, funded and supervised by Prof. Michael Kwok-Po Ng.
09/2017 - 09/2018: China Scholarship Council (CSC) funded co-training Ph.D. student at Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, supervised by Prof. Jose M. Bioucas Dias.
09/2013 - 06/2015: Master student in School of Mathematical Sciences, UESTC, supervised by Prof. Ting-Zhu Huang.
09/2009- 06/2013: Bachelor student in School of Mathematical Sciences, UESTC.
Reviewing Activities
Reviewing Activities
IJCV, IEEE T-PAMI, IEEE T-IP, IEEE T-Cyb, IEEE T-GRS, IEEE J-STSP, JSC, PR, IEEE J-STARS, IEEE SPL, Inf. Sci., Signal Process.: Image Commu., Pattern Anal. Appl., IEEE Access
ICCV 2021, CVPR 2021, ICME 2021
Google Sites
Report abuse