Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions

• Published in: arXiv.org
• Main Authors: Suganuma, Masanori, Liu, Xing, Okatani, Takayuki
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 07.04.2019
• Subjects: Autonomous cars; Distortion; Image degradation; Image quality; Image restoration; Neural networks

Many studies have been conducted so far on image restoration, the problem of restoring a clean image from its distorted version. There are many different types of distortion which affect image quality. Previous studies have focused on single types of distortion, proposing methods for removing them....