Vision Transformer with Key-select Routing Attention for Single Image Dehazing
arXiv:2406.19703
Abstract
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