SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing

Abstract Single-image dehazing technology plays a significant role in video surveillance and intelligent transportation. However, existing dehazing methods using vanilla convolution only extract features in the temporal domain and lack the ability to capture multi-directional information. To address...

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Bibliographic Details
Main Authors: Qingjun Niu, Kun Wu, Jialu Zhang, Zhenqi Han, Lizhuang Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-92061-1
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