Vision Transformer with Key-select Routing Attention for Single Image Dehazing
<|reference_start|>Vision Transformer with Key-select Routing Attention for Single Image Dehazing: 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.<|reference_end|>
@article{tong2024vision,
    title={Vision Transformer with Key-select Routing Attention for Single Image
  Dehazing},
    author={Lihan Tong, Weijia Li, Qingxia Yang, Liyuan Chen and Peng Chen},
    journal={arXiv preprint arXiv:2406.19703},
    year={2024},
    number={Vol.E107-D,No.11,pp.-,Nov. 2024},
    archivePrefix={arXiv},
    eprint={2406.19703},
    primaryClass={cs.CV}
}