简介
丁猛，2018级数学专业博士生， 数学科学学院，电子科技大学，导师为黄廷祝教授。 本科、硕士就读于电子科技大学数学科学学院。目前研究方向包括高维图像处理、张量分析和算法设计。 邮箱: dingmeng56@163.com 链接: Google Scholar Researchgate GitHub |
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消息
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2020.06: 我们提交文章 “Hyperspectral super-resolution via interpretable block-term tensor modeling”. 在这篇文章中，我们提出了一种新的基于张量的超光谱超分辨率的方法。
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2020.02: 在提交的文章 “Tensor train rank minimization with nonlocal self-similarity for tensor completion”中，我们结合非局部自相似性先验与tensor train秩应用于低秩张量问题。
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2020.01: 文章 J-H. Yang, X-L. Zhao, T-H. Ma, M. Ding, T-Z. Huang “Tensor train rank minimization with hybrid smoothness regularization for visual data recovery” 被期刊 Applied Mathematical Modelling 接受.
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2019.12: 文章 M. Ding, T-Z. Huang, T-H. Ma, X-L. Zhao, J-H. Yang, “Cauchy noise removal using group-based low-rank prior” 被期刊 Applied Mathematics and Computation 接受.
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2019.08: 文章 M. Ding, T-Z. Huang, T-Y. Ji, X-L. Zhao, J-H. Yang, “Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation” 被期刊 Journal of Scientific Computing 接受.
学术论文
期刊 (提交)
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Meng Ding, Xiao Fu, Ting-Zhu Huang, Jun Wang, Xi-Le Zhao, “Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling”, 2020. [全文]
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Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Michael K. Ng, Tian-Hui Ma, “Tensor train rank minimization with nonlocal self-similarity for tensor completion”, 2020. [全文]
期刊 (发表)
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Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jing-Hua Yang, “Cauchy noise removal using group-based low-rank prior”, Applied Mathematics and Computation, vol. 372, pp. 124971, 2020. [全文] [代码]
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Meng Ding, Ting-Zhu Huang, Teng-Yu Ji, Xi-Le Zhao, Jing-Hua Yang, “Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation”, Journal of Scientific Computing, vol. 81, pp. 941–964, 2020. [全文] [代码]
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Meng Ding, Ting-Zhu Huang, Si Wang, Jin-Jin Mei, Xi-Le Zhao, “Total variation with overlapping group sparsity for deblurring images under Cauchy noise”, Applied Mathematics and Computation, vol. 341, pp. 128–147, 2020. [全文] [代码debluring] [代码denoising]
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Jing-Hua Yang, Xi-Le Zhao, Tian-Hui Ma, Meng Ding, Ting-Zhu Huang, “Tensor train rank minimization with hybrid smoothness regularization for visual data recovery”, Applied Mathematical Modelling, vol. 81, pp. 711-726, 2020. [全文]
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Jing-Hua Yang, Xi-Le Zhao, Tian-Hui Ma, Yong Chen, Ting-Zhu Huang, Meng Ding, “Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization”, Journal of Computational and Applied Mathematics, vol. 363, pp. 124-144, 2020. [全文]
会议
- Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li, “Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity”, in IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2019, pp. 1-5. (Oral) [全文]
教育背景
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09/2018-至今: 博士, 电子科技大学 数学专业 (导师: 黄廷祝教授)
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09/2016-06/2018: 硕士, 电子科技大学 数学专业 (导师: 黄廷祝教授)
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09/2012-06/2016: 本科, 电子科技大学 信息与计算科学专业
获奖情况
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一等学业奖学金 电子科技大学 2019
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理科特别奖学金 电子科技大学 2018