Image rain removal network based on checkerboard transformer and CNN hybrid mechanism.

Image rain removal network based on checkerboard transformer and CNN hybrid mechanism.

In this paper, a novel hybrid network called ChessFormer is proposed for the single image de-rain task. The network seamlessly integrates the advantages of Transformer and fitted neural network (CNN) in a checkerboard architecture, fully utilizing the global modeling capability of Transformer and th...

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Bibliographic Details
Main Authors: Yutian Yang, Jianyu Lin, Xinyue Dai, Zhipei Zhang, Shuijin Zhang, Yingyu Chen, Guangxin Kong, Xin Li
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0322011
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