EfficientDeRain: Learning pixel-wise dilation filtering for high-efficiency single-Image deraining

• Main Authors: GUO, Qing, SUN, Jingyang, JUEFEI-XU, Felix, MA, Lei, XIE, Xiaofei, FENG, Wei, LIU, Yang, ZHAO, Jianjun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Graphics and Human Computer Interfaces; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7112; https://ink.library.smu.edu.sg/context/sis_research/article/8115/viewcontent/16239_Article_Text_19733_1_2_20210518.pdf
• Institution: Singapore Management University

Single-image deraining is rather challenging due to the unknown rain model. Existing methods often make specific assumptions of the rain model, which can hardly cover many diverse circumstances in the real world, compelling them to employ complex optimization or progressive refinement. This, however...