The Cat's Eye Effect Target Recognition Method Based on Visual Attention
文献类型：期刊论文
| 作者 | X.B.Wang; J.Zhang; S.H.Wang |
| 刊名 | Chinese Journal of Electronics
 |
| 出版日期 | 2019 |
| 卷号 | 28期号:5页码:1080-1086 |
| 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 |
| ISSN号 | 1022-4653 |
| DOI | 10.1049/cje.2019.06.027 |
| 英文摘要 | 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. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [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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