Efficient cascaded multiscale adaptive network for image restoration

• Main Authors: ZHOU, Yichen, ZHOU, Pan, NG, Teck Khim
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2024
• 主題: Image deblurring; Image denoising; Image super-resolution; Image restoration; Artificial Intelligence and Robotics; Numerical Analysis and Scientific Computing
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/9641; https://ink.library.smu.edu.sg/context/sis_research/article/10641/viewcontent/Efficient_cascaded_multiscale_adaptive_network_for_image_restoration.pdf
• 機構: Singapore Management University

Image restoration, encompassing tasks such as deblurring, denoising, and super-resolution, remains a pivotal area in computer vision. However, efficiently addressing the spatially varying artifacts of various low-quality images with local adaptiveness and handling their degradations at different sca...