Single image reflection removal beyond linearity

• Main Authors: WEN, Qiang, TAN, Yinjie, QIN, Jing, LIU, Wenxi, HAN, Guoqiang, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Computer science; Computers; Electrical engineering; Pattern recognition; Software engineering; Artificial Intelligence and Robotics; Electrical and Computer Engineering; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/8437; https://ink.library.smu.edu.sg/context/sis_research/article/9440/viewcontent/Wen_Single_Image_Reflection_Removal_Beyond_Linearity_CVPR_2019_paper.pdf
• Institution: Singapore Management University

Due to the lack of paired data, the training of image reflection removal relies heavily on synthesizing reflection images. However, existing methods model reflection as a linear combination model, which cannot fully simulate the real-world scenarios. In this paper, we inject non-linearity into refle...