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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Vydáno v:	IEEE transactions on image processing Ročník 31; s. 1217 - 1229
Hlavní autoři:	Bai, Haoran, Pan, Jinshan, Xiang, Xinguang, Tang, Jinhui
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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