Connecting Image Denoising and High-Level Vision Tasks via Deep Learning

6 Sep 2018Ding LiuBihan WenJianbo JiaoXianming LiuZhangyang WangThomas S. Huang

Image denoising and high-level vision tasks are usually handled independently in the conventional practice of computer vision, and their connection is fragile. In this paper, we cope with the two jointly and explore the mutual influence between them with the focus on two questions, namely (1) how image denoising can help improving high-level vision tasks, and (2) how the semantic information from high-level vision tasks can be used to guide image denoising... (read more)

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