Self-Guided Image Dehazing Using Progressive Feature Fusion

We propose an effective image dehazing algorithm which explores useful information from the input hazy image itself as the guidance for the haze removal. The proposed algorithm first uses a deep pre-dehazer to generate an intermediate result, and takes it as the reference image due to the clear stru...

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Bibliographic Details

Published in:	IEEE transactions on image processing Vol. 31; pp. 1217 - 1229
Main Authors:	Bai, Haoran, Pan, Jinshan, Xiang, Xinguang, Tang, Jinhui
Format:	Journal Article
Language:	English
Published:	United States IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Atmospheric modeling Estimation Feature extraction guidance information Haze Image color analysis Image dehazing Image restoration Machine learning algorithms Modules pre-dehazer progressive feature fusion Scattering
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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