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GridDehazeNet+: An Enhanced Multi-Scale Network...
Journal article

GridDehazeNet+: An Enhanced Multi-Scale Network With Intra-Task Knowledge Transfer for Single Image Dehazing

Abstract

Adverse weather conditions such as haze can deteriorate the performance of autonomous driving and intelligent transport systems. As a potential remedy, we propose an enhanced multi-scale network, dubbed GridDehazeNet+, for single image dehazing. The proposed dehazing method does not rely on the Atmosphere Scattering Model (ASM), and an explanation as to why it is not necessarily performing the dimension reduction offered by this model is …

Authors

Liu X; Shi Z; Wu Z; Chen J; Zhai G

Journal

IEEE Transactions on Intelligent Transportation Systems, Vol. 24, No. 1, pp. 870–884

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

January 1, 2023

DOI

10.1109/tits.2022.3210455

ISSN

1524-9050