Image restoration via simultaneous nonlocal self-similarity priors

• المؤلفون الرئيسيون: Zha, Zhiyuan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Wen, Bihan
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Image Restoration; Structural Sparse Representation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161035
• المؤسسة: Nanyang Technological University

Through exploiting the image nonlocal self-similarity (NSS) prior by clustering similar patches to construct patch groups, recent studies have revealed that structural sparse representation (SSR) models can achieve promising performance in various image restoration tasks. However, most existing SSR...