Context-wise attention-guided network for single image deraining | |
Fu B(傅博)3,4,5; Jiang Y(姜勇)4,5; Wang HG(王洪光)4,5; Wang Q(王强)2,5; Gao, Qian1; Tang YD(唐延东)4,5 | |
刊名 | ELECTRONICS LETTERS |
2022 | |
卷号 | 58期号:4页码:148-150 |
ISSN号 | 0013-5194 |
产权排序 | 1 |
英文摘要 | In this paper, we propose a context-wise attention-guided network for single image deraining. Unlike most existing deraining methods, our network exploits underlying complementary information not only across multiple scales but also between levels. Specifically, our network architecture is designed to transmit the inter-level and inter-scale features. To extract guiding information and improve the discriminating ability of context-wise attention-guided network, we propose a net-context-wise attention module to generate attention maps. Following residual learning, the clean image is created by removing the predicted rain streak layer from the rainy input. Experimental results show our method has better performance on public datasets than some state-of-the-art methods. |
资助项目 | National Natural Science Foundation of China[62073205] ; National Natural Science Foundation of China[52075529] ; National Natural Science Foundation of China[52075531] ; Shengjing hospital 345 Talent Project[M0335] ; Nature Foundation of Liaoning Province of China[2021-KF-12-07] |
WOS研究方向 | Engineering |
语种 | 英语 |
WOS记录号 | WOS:000727234900001 |
资助机构 | National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [62073205, 52075529, 52075531] ; Shengjing hospital 345 Talent Project [M0335] ; Nature Foundation of Liaoning Province of China [2021-KF-12-07] |
内容类型 | 期刊论文 |
源URL | [http://ir.sia.cn/handle/173321/30091] |
专题 | 工艺装备与智能机器人研究室 |
通讯作者 | Wang Q(王强) |
作者单位 | 1.Department of Psychiatry, Shengjing Hospital of China Medical University, Shengyang, China 2.Key Laboratory of Manufacturing Industrial Integrated, Shenyang University, Shengyang, China 3.University of Chinese Academy of Sciences, Beijing, China 4.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China 5.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China |
推荐引用方式 GB/T 7714 | Fu B,Jiang Y,Wang HG,et al. Context-wise attention-guided network for single image deraining[J]. ELECTRONICS LETTERS,2022,58(4):148-150. |
APA | Fu B,Jiang Y,Wang HG,Wang Q,Gao, Qian,&Tang YD.(2022).Context-wise attention-guided network for single image deraining.ELECTRONICS LETTERS,58(4),148-150. |
MLA | Fu B,et al."Context-wise attention-guided network for single image deraining".ELECTRONICS LETTERS 58.4(2022):148-150. |
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