Data-Driven single image deraining: A Comprehensive review and new perspectives

•We present a comprehensive review and new perspectives for data-driven single image deraining (SID);•We re-examine the three factors (i.e., data, rain model and network architecture) for SID problem;•We analyze the factors by proposing new and more reasonable criteria (i.e., general vs. specific, s...

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Bibliographic Details
Published in:	Pattern recognition Vol. 143; p. 109740
Main Authors:	Zhang, Zhao, Wei, Yanyan, Zhang, Haijun, Yang, Yi, Yan, Shuicheng, Wang, Meng
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2023
Subjects:	Comprehensive review Data Data-driven single image deraining Effectiveness of data In-depth analysis Network architecture New perspective of data Rain model Solving paradigms Comprehensive review Solving paradigms In-depth analysis Rain model Data-driven single image deraining Network architecture Data New perspective of data Effectiveness of data
ISSN:	0031-3203
Online Access:	Get full text
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