Semi-Supervised Image Deraining Using Knowledge Distillation

Image deraining has achieved considerable progress based on supervised learning with synthetic training pairs, but is usually limited in handling real-world rainy images. Although semi-supervised methods are suggested to exploit real-world rainy images when training deep deraining models, their perf...

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Bibliographic Details

Published in:	IEEE transactions on circuits and systems for video technology Vol. 32; no. 12; pp. 8327 - 8341
Main Authors:	Cui, Xin, Wang, Cong, Ren, Dongwei, Chen, Yunjin, Zhu, Pengfei
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.12.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Distillation Feature extraction knowledge distillation Modules Network architecture semi-supervised learning Semisupervised learning Single image deraining Source code Supervised learning Task analysis Training
ISSN:	1051-8215, 1558-2205
Online Access:	Get full text
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