Coupled Rain Streak and Background Estimation via Separable Element-wise Attention

• Main Authors: TAN, Yinjie, WEN, Qiang, QIN, Jing, JIAO, Jianbo, HAN, Guoqiang, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Attention mechanisms; Background estimation; de-raining; element-wise attention; Intrinsic relation; Real-world scenario; Spatial attention; State of the art; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8368; https://ink.library.smu.edu.sg/context/sis_research/article/9371/viewcontent/Coupled_rain_streak_and_background_estimation_via_separable_element_wise_attention.pdf
• Institution: Singapore Management University

Single image de-raining is challenging especially in the scenarios with dense rain streaks. Existing methods resolve this problem by predicting the rain streaks of the image, which constrains the network to focus on local rain streaks features. However, dense rain streaks are visually similar to mis...