The Cat's Eye Effect Target Recognition Method Based on Visual Attention

doi:10.1049/cje.2019.06.027

CIOMP OpenIR

	The Cat's Eye Effect Target Recognition Method Based on Visual Attention
	X.B.Wang; J.Zhang; S.H.Wang
	2019
发表期刊	Chinese Journal of Electronics
ISSN	1022-4653
卷号	28 期号:5 页码:1080-1086
摘要	The Cat's eye effect target recognition method based on visual attention (CTRVA) is proposed. The difference image can be processed by a designed second-directional derivative filter at eight directional channels. Morphological method is employed to deal with the filtered image in all directions, which ensures that target can be easily distinguished from background. The salient maps for each channel where the potential targets exist are calculated through the spectral residual approach, and the "target-saliency" map is computed by a designed saliency fusing method. The coarse detection is performed by the adaptive threshold to extract candidate targets from the "target-saliency" map. The real target region is identified by the characteristics of the cat's eye effect target. Experimental results show that the proposed method is efficient and has an outstanding performance for cat's eye effect target detection.
关键词	feature extraction,image fusion,object detection,target-saliency map,target region,Cat's eye effect target recognition method,visual,attention,second-directional derivative filter,directional channels,morphological method,potential targets exist,designed saliency fusing,method,candidate targets,Cat's eye effect target recognition method,based on visual attention (CTRVA),Target recognition,Saliency map,Engineering
DOI	10.1049/cje.2019.06.027
URL	查看原文
收录类别	SCI
语种	英语
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/62985
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	X.B.Wang,J.Zhang,S.H.Wang. The Cat's Eye Effect Target Recognition Method Based on Visual Attention[J]. Chinese Journal of Electronics,2019,28(5):1080-1086.
APA	X.B.Wang,J.Zhang,&S.H.Wang.(2019).The Cat's Eye Effect Target Recognition Method Based on Visual Attention.Chinese Journal of Electronics,28(5),1080-1086.
MLA	X.B.Wang,et al."The Cat's Eye Effect Target Recognition Method Based on Visual Attention".Chinese Journal of Electronics 28.5(2019):1080-1086.

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The Cats Eye Effect （1884KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载