Learning filter selection policies for interpretable image denoising in parametrised action space

Abstract The denoising of images is an important research direction in computer vision. We consider the image denoising task as an estimation problem of the filtering policy related to image features, which is different from end‐to‐end image mapping. Commonly used simple filters such as gaussian fil...

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Bibliographic Details
Main Authors: Runtao Xi, Jiahao Lyu, Tian Ma, Kang Sun, Yu Zhang, XiaoLin Chen
Format: Article
Language:English
Published: Wiley 2024-03-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12997