Multi-spectral saliency detection
文献类型：期刊论文
| 作者 | Wang, Qi1,2; Yan, Pingkun1; Yuan, Yuan1 ; Li, Xuelong1
|
| 刊名 | pattern recognition letters
 |
| 出版日期 | 2013 |
| 卷号 | 34期号:1页码:34-41 |
| 关键词 | Saliency Near-infrared Multi-spectral Texton Color |
| 英文摘要 | visual saliency detection has been applied in many tasks in the fields of pattern recognition and computer vision, such as image segmentation, object recognition, and image retargeting. however, the accurate detection of saliency remains a challenge. the reasons behind this are that: (1) well-defined mechanism for saliency definition is rarely established; and (2) supporting information for detecting saliency is limited in general. in this paper, a multi-spectrum based saliency detection algorithm is proposed. instead of only using the conventional rgb information as what existing algorithms do, this work incorporates near-infrared clues into the detection framework. features of color and texture from both types of image modes are explored simultaneously. when calculating the color contrast, an effective color component analysis method is employed to produce more precise results. with respect to the texture analysis, texton representation is adopted for fast processing. experiments are done to compare the proposed algorithm with other 11 state-of-the-art algorithms and the results indicate that our algorithm outperforms the others. (c) 2012 elsevier b.v. all rights reserved. |
| WOS标题词 | science & technology ; technology |
| 类目[WOS] | computer science, artificial intelligence |
| 研究领域[WOS] | computer science |
| 关键词[WOS] | region detection ; image segmentation ; visual-attention |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000311927600005 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/23173]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China 2.Changan Univ, Sch Elect & Control Engn, Xian 710064, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Qi,Yan, Pingkun,Yuan, Yuan,et al. Multi-spectral saliency detection[J]. pattern recognition letters,2013,34(1):34-41. |
| APA | Wang, Qi,Yan, Pingkun,Yuan, Yuan,&Li, Xuelong.(2013).Multi-spectral saliency detection.pattern recognition letters,34(1),34-41. |
| MLA | Wang, Qi,et al."Multi-spectral saliency detection".pattern recognition letters 34.1(2013):34-41. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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