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

被引：0
|
作者：
Tong, Lihan [1 ]
Li, Weijia [2 ]
Yang, Qingxia [1 ]
Chen, Liyuan [1 ]
Chen, Peng [1 ]
机构：
[1] School of Ocean Information Engineering, Jimei University, Xiamen, China
[2] School of Computer Science, Jimei University, Xiamen, China
来源：
IEICE Transactions on Information and Systems | 2024年 / E107.D卷 / 11期
关键词：
Image processing - Machine vision;
D O I：
10.1587/transinf.2024EDL8043
中图分类号：
学科分类号：
摘要：
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. Copyright © 2024 The Institute of Electronics, Information and Communication Engineers.
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页码：1472 / 1475
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