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cs.CV2025
EatGAN: An Edge-Attention Guided Generative Adversarial Network for Single Image Super-Resolution
Penghao Rao, Tieyong Zeng
Single-image super-resolution (SISR) is an important task in image processing, aiming to enhance the resolution of imaging systems. Recently, SISR has made a significant leap and a…
cs.CV2025
Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Inverse Problems
Deliang Wei, Peng Chen, Haobo Xu +3
Plug-and-play (PnP) methods with deep denoisers have shown impressive results in imaging problems. They typically require strong convexity or smoothness of the fidelity term and a…
cs.CV2025
An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring
Qingsong Wang, Shengze Xu, Xiaojiao Tong +1
Image deblurring remains a central research area within image processing, critical for its role in enhancing image quality and facilitating clearer visual representations across di…