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A Fast Algorithm for Matrix-Variable Triconvex Optimization With Application to Blind Image Deblurring

Songchuan Zhang Liqing Huang Youshen Xia Jun Wang

自动化学报（英文版）2026，Vol.13Issue(5)：1184-1206,23.

自动化学报（英文版）2026，Vol.13Issue(5)：1184-1206,23.DOI:10.1109/JAS.2026.125711

A Fast Algorithm for Matrix-Variable Triconvex Optimization With Application to Blind Image Deblurring

Songchuan Zhang ¹Liqing Huang ²Youshen Xia ³Jun Wang⁴

作者信息

1. College of Mathematics and Computer,Wuyi University,Wuyishan 354300,China
2. College of Computer and Cyber Security,Fujian Normal University,Fuzhou 350007,China
3. College of Artificial Intelligence,Anhui University,Hefei 230601||College of Artificial Intelligence,Nanjing University of Information Science and Technology,Nanjing 211544,China
4. Department of Computer Science,City University of Hong Kong,Hong Kong,China
折叠

摘要

关键词

Blind image deblurring/global convergence/matrix-form iterative method/matrix variable/multiconvex optimization

Key words

Blind image deblurring/global convergence/matrix-form iterative method/matrix variable/multiconvex optimization

引用本文复制引用

Songchuan Zhang,Liqing Huang,Youshen Xia,Jun Wang..A Fast Algorithm for Matrix-Variable Triconvex Optimization With Application to Blind Image Deblurring[J].自动化学报（英文版）,2026,13(5):1184-1206,23.

基金项目

This work was supported by the National Natural Science Foundation of China(62276140),the Natural Science Foundation of Fujian Province(2021J011148,2022J01190),and Hong Kong Research Grants Council(AoE/E-407/24-N,C1013-24GF). （62276140）

自动化学报（英文版）

ISSN：2329-9266

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