Towards robust rain removal against adversarial attacks: a comprehensive benchmark analysis and beyond

• Main Authors: Yu, Yi, Yang, Wenhan, Tan, Yap Peng, Kot, Alex Chichung
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Conference or Workshop Item
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; Rain Sreak Removal; Adversarial Attacks
• Online Access: https://hdl.handle.net/10356/158475; https://openaccess.thecvf.com/menu
• Institution: Nanyang Technological University

Rain removal aims to remove rain streaks from images/videos and reduce the disruptive effects caused by rain. It not only enhances image/video visibility but also allows many computer vision algorithms to function properly. This paper makes the first attempt to conduct a comprehensive study on the...