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

Autor:	Tong, Lihan, Li, Weijia, Yang, Qingxia, Chen, Liyuan, Chen, Peng
Rok vydání:	2024
Předmět:	Computer Science - Computer Vision and Pattern Recognition 68U10(Primary) I.4
Druh dokumentu:	Working Paper
Popis:	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. Comment: 5 pages,4 figures,IEICE Trans. Information and Systems
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2406.19703 Zobrazit plný text záznamu View this record from Arxiv