Exploiting non-local priors via self-convolution for highly-efficient image restoration

by Guo, Lanqing, Zha, Zhiyuan, Ravishankar, Saiprasad, Wen, Bihan
Published 2022

Image restoration via reconciliation of group sparsity and low-rank models

by Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce
Published 2022

Image restoration via simultaneous nonlocal self-similarity priors

by Zha, Zhiyuan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Wen, Bihan
Published 2022

From rank estimation to rank approximation : rank residual constraint for image restoration

by Zha, Zhiyuan, Yuan, Xin, Wen, Bihan, Zhou, Jiantao, Zhang, Jiachao, Zhu, Ce
Published 2021

Learning nonlocal sparse and low-rank models for image compressive sensing: nonlocal sparse and low-rank modeling

by Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Ravishankar, Saiprasad, Zhou, Jiantao, Zhu, Ce
Published 2023

A joint learning method with consistency-aware for low-resolution facial expression recognition

by Xie, Yuanlun, Tian, Wenhong, Song, Liang, Xue, Ruini, Zha, Zhiyuan, Wen, Bihan
Published 2024

Nonlocal structured sparsity regularization modeling for hyperspectral image denoising

by Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhang, Jiachao, Zhou, Jiantao, Lu, Yilong, Zhu, Ce
Published 2023

Efficient image classification via structured low-rank matrix factorization regression

by Zhang, Hengmin, Yang, Jian, Qian, Jianjun, Gao, Guangwei, Lan, Xiangyuan, Zha, Zhiyuan, Wen, Bihan
Published 2024

Faster nonconvex low-rank matrix learning for image low-level and high-level vision: a unified framework

by Zhang, Hengmin, Yang, Jian, Qian, Jianjun, Gong, Chen, Ning, Xin, Zha, Zhiyuan, Wen, Bihan
Published 2024