Tai-Xiang Jiang (蒋太翔)

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Xi-Le ZhaoUniversity of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Michael Kwok-Po NgSIAM Fellow, AAIA Fellow, Dean of Science, Chair Professor in Mathematics & in Data Science, HKBUVerified email at hkbu.edu.hk
Yu-Bang Zheng (Yubang Zheng)Southwest Jiaotong UniversityVerified email at swjtu.edu.cn
Teng-Yu JiNorthwestern Polytechnical UniversityVerified email at nwpu.edu.cn
Yisi LuoUniversity Of Electronic Science And Technology Of ChinaVerified email at stu.xjtu.edu.cn
Liang-Jian Deng (邓良剑)University of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Yao WangXi'an Jiaotong UniversityVerified email at xjtu.edu.cn
Gemine VivoneNational Research CouncilVerified email at imaa.cnr.it
Yi Chang（昌毅）School of Artificial Intelligence and Automation, Huazhong University of Science and TechnologyVerified email at hust.edu.cn
Jian-Li Wang (Jianli Wang)University of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Jocelyn ChanussotINRIA, on leave from Grenoble INPVerified email at grenoble-inp.fr
Jinfan HuPh.D. Student, Shenzhen Institutes of Advanced Technology, Chinese Academy of SciencesVerified email at siat.ac.cn
Jie LinSouthwest Jiaotong UniversityVerified email at swjtu.edu.cn
Qibin ZhaoRIKEN AIPVerified email at postman.riken.jp
Lina Zhuang (庄丽娜）Aerospace Information Research Institute, Chinese Academy of SciencesVerified email at aircas.ac.cn
Yong ChenJiangxi Normal UniversityVerified email at std.uestc.edu.cn
Junhao ZhuangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Ran RanUniversity of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Deyu MengProfessor, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
JunJun PanHong Kong Baptist UniversityVerified email at hkbu.edu.hk

Tai-Xiang Jiang (蒋太翔)

School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics

Verified email at swufe.edu.cn - Homepage

Multi-dimenssional image processing Tensor completion


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Mixed noise removal in hyperspectral image via low-fibered-rank regularization YB Zheng, TZ Huang, XL Zhao, TX Jiang, TH Ma, TY Ji IEEE Transactions on Geoscience and Remote Sensing 58 (1), 734-749, 2020	205	2020
A novel tensor-based video rain streaks removal approach via utilizing discriminatively intrinsic priors TX Jiang, TZ Huang, XL Zhao, LJ Deng, Y Wang Proceedings of the ieee conference on computer vision and pattern …, 2017	190	2017
FastDeRain: A novel video rain streak removal method using directional gradient priors TX Jiang, TZ Huang, XL Zhao, LJ Deng, Y Wang IEEE Transactions on Image Processing 28 (4), 2089-2102, 2019	182	2019
A directional global sparse model for single image rain removal LJ Deng, TZ Huang, XL Zhao, TX Jiang Applied Mathematical Modelling 59, 662-679, 2018	159	2018
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion TX Jiang, K Ng, Michael, XL Zhao, T Huang IEEE Transactions on Image Processing 29, 7233-7244, 2020	149	2020
Hyperspectral image super-resolution via deep spatiospectral attention convolutional neural networks JF Hu, TZ Huang, LJ Deng, TX Jiang, G Vivone, J Chanussot IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7251-7265, 2021	148	2021
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm TX Jiang, TZ Huang, XL Zhao, LJ Deng Journal of Computational and Applied Mathematics 372, 112680, 2020	114*	2020
Fully-connected tensor network decomposition and its application to higher-order tensor completion YB Zheng, TZ Huang, XL Zhao, Q Zhao, TX Jiang Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 11071 …, 2021	101	2021
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery YB Zheng, TZ Huang, XL Zhao, TX Jiang, TY Ji, TH Ma Information Sciences 532, 170-189, 2020	91	2020
Deep plug-and-play prior for low-rank tensor completion XL Zhao, WH Xu, TX Jiang, Y Wang, MK Ng Neurocomputing 400, 137-149, 2020	91	2020
Matrix factorization for low-rank tensor completion using framelet prior TX Jiang, TZ Huang, XL Zhao, TY Ji, LJ Deng Information Sciences 436, 403-417, 2018	79	2018
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network YT Wang, XL Zhao, TX Jiang, LJ Deng, Y Chang, TZ Huang IEEE Transactions on Neural Networks and Learning Systems, 2020	72	2020
GuidedNet: A general CNN fusion framework via high-resolution guidance for hyperspectral image super-resolution R Ran, LJ Deng, TX Jiang, JF Hu, J Chanussot, G Vivone IEEE Transactions on Cybernetics 53 (7), 4148-4161, 2023	67	2023
Low-rank tensor completion via smooth matrix factorization YB Zheng, TZ Huang, TY Ji, XL Zhao, TX Jiang, TH Ma Applied Mathematical Modelling 70, 677-695, 2019	65	2019
Tensor completion via complementary global, local, and nonlocal priors XL Zhao, JH Yang, TH Ma, TX Jiang, MK Ng, TZ Huang IEEE Transactions on Image Processing 31, 984-999, 2021	63	2021
LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening ZR Jin, TJ Zhang, TX Jiang, G Vivone, LJ Deng Proceedings of the AAAI Conference on Artificial Intelligence 36 (1), 1113-1121, 2022	56	2022
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform JL Wang, TZ Huang, XL Zhao, TX Jiang, MK Ng IEEE Transactions on Image Processing 30, 3581-3596, 2021	53	2021
Adaptive hyperspectral mixed noise removal TX Jiang, L Zhuang, TZ Huang, XL Zhao, JM Bioucas-Dias IEEE Transactions on Geoscience and Remote Sensing, 2022	50	2022
Self-supervised nonlinear transform-based tensor nuclear norm for multi-dimensional image recovery YS Luo, XL Zhao, TX Jiang, Y Chang, MK Ng, C Li IEEE Transactions on Image Processing 31, 3793-3808, 2022	49	2022
Dictionary learning with low-rank coding coefficients for tensor completion TX Jiang, XL Zhao, H Zhang, MK Ng IEEE Transactions on Neural Networks and Learning Systems 34 (2), 932 - 946, 2023	46	2023

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