Denoising adversarial networks for rain removal and reflection removal

• Main Authors: Zheng, Qian, Shi, Boxin, Jiang, Xudong, Duan, Ling-Yu, Kot, Alex C.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2019
• Subjects: Engineering::Electrical and electronic engineering; Rain Streak Removal; Reflection Removal
• Online Access: https://hdl.handle.net/10356/87315; http://hdl.handle.net/10220/49451
• Institution: Nanyang Technological University

This paper presents a novel adversarial scheme to perform im- age denoising for the tasks of rain streak removal and reflec- tion removal. Similar to several previous works, our denois- ing adversarial networks first estimate a prior image and then uses it to guide the inference of noise-free image....