Vision Transformer with Key-select Routing Attention for Single Image Dehazing

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Jun 28, 2024
Lihan Tong, Weijia Li, Qingxia Yang, Liyuan Chen, Peng Chen
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We present Ksformer, utilizing Multi-scale Key-select Routing Attention (MKRA) for intelligent selection of key areas through multi-channel, multi-scale windows with a top-k operator, and Lightweight Frequency Processing Module (LFPM) to enhance high-frequency features, outperforming other dehazing methods in tests.

* 5 pages,4 figures,IEICE Trans. Information and Systems  
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