Task-Oriented Network for Image Dehazing

Haze interferes the transmission of scene radiation and significantly degrades color and details of outdoor images. Existing deep neural networks-based image dehazing algorithms usually use some common networks. The network design does not model the image formation of haze process well, which accord...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 29; pp. 6523 - 6534
Main Authors:	Li, Runde, Pan, Jinshan, He, Min, Li, Zechao, Tang, Jinhui
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.01.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Artificial neural networks Atmospheric modeling Coders Convolutional neural networks Distortion Haze Image color analysis image dehazing Image restoration Image transmission multi-stage dehazing algorithm Neural networks Recurrent neural networks Task analysis Task-oriented network
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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