huang-chao-yan Goto Github PK

convergent_pnp

This is the code of Wu Z, Huang C, Zeng T. Extrapolated Plug-and-Play Three-Operator Splitting Methods for Nonconvex Optimization with Applications to Image Restoration[J]. arXiv preprint arXiv:2403.01144, 2024. Accepted by SIAM journal on Image Science, 2024.

cryoem

This is the code of paper 'C. Huang, T. Wu, J. Li, B. Dong, T. Zeng, Single-Particle Reconstruction in Cryo-EM based on Three-dimensional Weighted Nuclear Norm Minimization, Pattern Recognition, 2023'. Please add all the files into your path Please run cryoEM_my_final.m for reference. By chaoyan Feb 1, 2023

dataset

huang-chao-yan.github.io

Please find my homepage at https://www.math.cuhk.edu.hk/~cyhuang/

phasebdca

This is the code of the paper 'Finding Robust Minimizer for Non-convex Phase Retrieval, Tingting Wu and Chaoyan Huang and Xiaoyu Gu and Jianwei Niu and Tieyong Zeng, Inverse Problems and Imaging, 2023'.

pnpd

pnp_pam

This is the code of Medical image reconstruction with multi-level deep learning denoiser and tight frame regularization, Applied Mathematics and Computation, 2024.

pqstv

This is the code of paper ``Total Variation Based Pure Quaternion Dictionary Learning Method for Color Image Denoising'', Tingting Wu, Chaoyan Huang, Zhengmeng Jin, Zhigang Jia, and Michael K. Ng

qd-sv-tv_code

This is the code for Chaoyan Huang, Michael K. Ng, Tingting Wu, Tieyong Zeng,``Quaternion Dictionary Learning and Satuation-Value Total Variation-based Color Image Restoration'', in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2021.3107162. with Gaussian blur (15,1) and Gaussian noise 12.75.

qwnnm

This is the code of ''Chaoyan Huang, Zhi Li, Yubing Liu, Tingting Wu, Tieyong Zeng, Quaternion-based weighted nuclear norm minimization for color image restoration, Pattern Recognition,Volume 128, 2022, 108665.