Chaoyan Huang (黄朝燕) PhD student, Department of Mathematics, The Chinese University of Hong Kong, G08, Lady Shaw Building, CUHK, Shatin, New Territories, Hong Kong. Email: cyhuang@math.cuhk.edu.hk, Huangchy2020@163.com

Biography

Chaoyan Huang is a PhD student of Department of Mathematics, The Chinese University of Hong Kong (CUHK), advised by Prof. Tieyong Zeng. She received the M.S. from the school of science, Nanjing University of Posts and Telecommunications (NUPT), in 2022, advised by Professor Tingting Wu. Her research interests include artificial intelligence and its applications to computer vision (e.g., image enhancement, image segmentation) and image processing (e.g., image denoising, image restoration, and medical image reconstruction). She has published several papers in top journals, including SIIMS, IEEE TMM, PR, IEEE SPL, ect. She received several premium awards, including National scholarship, outstanding Master's degree thesis of Jiangsu Province, the honorary title of "top 10 academic stars" for postgraduates of NUPT, outstanding graduates of Jiangsu Province, 1st prize of the 2021 academic innovation forum for postgraduates in Jiangsu Province of "problem driven mathematics and application", 2nd Prize of 17th "Huawei Cup" National Graduate Student Mathematical Contest in modeling (as team leader), etc.

Education Experiences

• The Chinese University of Hong Kong
  Aug. 2022 -- now
  
  Ph.D. in Mathematics, expected graduation in Jul. 2025
  Supervisor: Professor Tieyong Zeng
• Nanjing University of Posts and Telecommunications
  Sep. 2019 -- Apr. 2022
  
  M.S. in Mathematics
  Supervisor: Associate Professor Tingting Wu
• Anqing Normal University
  Sep. 2015 -- Jul. 2019
  
  B.S. in Mathematics and Applied Mathematics

Academic Experiences

• The Chinese University of Hong Kong (Shenzhen)
  May. 1, 2022 -- Jul. 31, 2022
  
  Research assistant
  Topic: Image segmentation
  Supervisor: Associate Professor Dong Wang
  
• The Chinese University of Hong Kong, Hong Kong
  Jun. 28, 2021 -- Aug. 14, 2021
  
  Visiting student
  Topic: Summer Research Placement Programme
  Supervisor: Professor Tieyong Zeng
• Anqing No.14 Middle School
  Oct. 2018 -- Dec. 2018
  
  Junior high school math teacher
  Topic: Internship
  Supervisor: Laiyang Jin
• Yangzhou University
  Jul. 2018
  
  Summer camp participants
  Topic: Summer Camp
  Manager: The College of Mathematical Science

Honors & Awards

News

Publications

#：Co-first authors    *：Corresponding author

	Single-Particle Reconstruction in Cryo-Em Based on Three-Dimensional Weighted Nuclear Norm Minimization Chaoyan Huang, Tingting Wu, Juncheng Li, Bin Dong, Tieyong Zeng∗ Pattern Recognition (PR), 2023. [Paper] [Code] [Code]
	Review of Quaternion-Based Color Image Processing Methods Chaoyan Huang, Juncehng Li∗, Guangwei Gao Mathematics, 2023. [Paper]
	Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks Jianfei Li#, Chaoyan Huang#, Raymond Chan, Han Feng∗, Micheal Ng, Tieyong Zeng SIAM Journal on Imaging Sciences (SIIMS), 2023. [Paper] [Paper]
	Finding robust minimizer for non-convex phase retrieval Tingting Wu, Chaoyan Huang, Xiaoyu Gu, Jianwei Niu, Tieyong Zeng∗ Inverse Problems and Imaging (IPI), 2023. [Paper] [Code]
	Quaternion-based weighted nuclear norm minimization for color image restoration Chaoyan Huang, Zhi Li, Yubing Liu, Tingting Wu∗, Tieyong Zeng Pattern Recognition (PR), 2022. [Paper] [Code]
	Quaternion screened Poisson equation for low-light image enhancement Chaoyan Huang, Yingying Fang, Tingting Wu∗, Tieyong Zeng and Yonghua Zeng IEEE Signal Processing Letters (SPL), 2022. [Paper]
	Quaternion-based dictionary learning and Saturation-Value total variation regularization for color image restoration Chaoyan Huang, Michael K. Ng, Tingting Wu∗, and Tieyong Zeng IEEE Transactions on Multimedia (IEEE TMM), 2021. [Paper] [Code]
	Total variation based pure quaternion dictionary learning method for color image denoising Tingting Wu, Chaoyan Huang, Zhengmeng Jin, Zhigang Jia, Michael K. Ng∗ International Journal of Numerical Analysis and Modeling (IJNAM), 2022. [Paper] [Code]
	Transformer for Single Image Super-Resolution Zhisheng Lu#, Juncheng Li#, Hong Liu*, Chaoyan Huang, Linlin Zhang, and Tieyong Zeng The Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), 2022. [Paper] [Supp] [Poster] [Code] [Homepage]

Patents

Grants and Sponsored Programs