I am currently pursuing the Ph.D. degree (supervised by Prof. Ting-Zhu Huang and Prof. Liang-Jian Deng) with the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China.

From Sep. 2023, I am working with Prof. Gemine Vivone, sponsored by the China Scholarship Council, at CNR-IMAA, Potenza, Italy.

My research interest includes image processing, tensor learning, and pansharpening.

E-mail: wuzhch97@163.com  

News

• 2024.02:  One paper is accepted by Information Fusion.

Publications

Note: * indicates the corresponding author.

• Pansharpening via Semi-Framelet-Guided Sparse Reconstruction
  Zhong-Cheng Wu, Gemine Vivone*, Ting-Zhu Huang*, Liang-Jian Deng
  Information Fusion (IF), 2024.

• Dynamical Fusion Model with Joint Variational and Deep Priors for Hyperspectral Image Super-resolution
  Hong-Xia Dou, Zhong-Cheng Wu*, Yu-Wei Zhuo, Liang-Jian Deng, Gemine Vivone
  IEEE Geoscience and Remote Sensing Letters (GRSL), 2023.

• A Framelet Sparse Reconstruction Method for Pansharpening with Guaranteed Convergence
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone
  Inverse Problems and Imaging (IPI), 2023. [PDF] [Code]

• LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jie Huang, Jocelyn Chanussot, Gemine Vivone
  IEEE Transactions on Image Processing (TIP), 2023. [PDF] [Code]

• Tensor Wheel Decomposition and Its Tensor Completion Application
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Hong-Xia Dou, Deyu Meng
  Advances in Neural Information Processing Systems (NeurIPS), 2022. [PDF] [Appendix] [Poster] [Slides] [Code]

• VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jin-Fan Hu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021. [Code] (ESI Highly Cited Paper)

• A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, Jia-Qing Miao, Jin-Fan Hu, Xi-Le Zhao
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2020. [Code]

• Variational Pansharpening Based on Coefficient Estimation with Nonlocal Regression
  Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. [Code]

• A Novel Spatial Fidelity with Learnable Nonlinear Mapping for Panchromatic Sharpening
  Rui Wen, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. [PDF] [Code]

• A New Context-Aware Details Injection Fidelity with Adaptive Coefficients Estimation for Variational Pansharpening
  Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. [PDF] [Code]

• An Iterative Approach for Image Fusion with Dynamic Gradient Sparsity and Anisotropic Spectral-Spatial Total Variation
  Tian-Jing Zhang, Liang-Jian Deng*, Zhong-Cheng Wu, Chao-Chao Zheng
  Signal, Image and Video Processing (SIVP), 2022.

• High-Order Tensor Low-Rank Approximation with Application in Color Video Recovery
  Zhihao Wang, Wenjin Qin, Zhongcheng Wu, Hailin Wang, Jianjun Wang*
  Journal of Electronic Imaging (JEI), 2022.

Educations

• 2021.09 - Present:  Ph.D., Mathematics, University of Electronic Science and Technology of China (UESTC), China
• 2019.09 - 2021.06:  M.S., Mathematics, University of Electronic Science and Technology of China (UESTC), China
• 2015.09 - 2019.06:  B.S., Information and Computing Science, Anhui University of Finance and Economics (AUFE), China

Honors and Awards

• Academic Promising Talent Award, 2021 and 2024
• National Scholarship, 2023
• Outstanding Postgraduate, 2021 and 2023
• Academic Scholarship, 2019, 2021, 2022, and 2023
• Special Postgraduate Scholarship of Science, 2021
• Provincial Outstanding Graduate (Top 3%), 2019

Academic Activities

Review Editor

• Frontiers in Remote Sensing, …

Reviewer

• Information Fusion, IEEE TGRS, IEEE GRSL, SPIE JEI, …