Note: a manifold ranking based saliency detection method for camera
文献类型：期刊论文
| 作者 | Zhang, Libo; Sun, Yihan; Luo, Tiejian; Rahman, Mohammad Muntasir |
| 刊名 | Review of scientific instruments
 |
| 出版日期 | 2016-09-01 |
| 卷号 | 87期号:9页码:3 |
| ISSN号 | 0034-6748 |
| DOI | 10.1063/1.4963308 |
| 通讯作者 | Zhang, libo(zsmj@hotmail.com) |
| 英文摘要 | Research focused on salient object region in natural scenes has attracted a lot in computer vision and has widely been used in many applications like object detection and segmentation. however, an accurate focusing on the salient region, while taking photographs of the real-world scenery, is still a challenging task. in order to deal with the problem, this paper presents a novel approach based on human visual system, which works better with the usage of both background prior and compactness prior. in the proposed method, we eliminate the unsuitable boundary with a fixed threshold to optimize the image boundary selection which can provide more precise estimations. then, the object detection, which is optimized with compactness prior, is obtained by ranking with background queries. salient objects are generally grouped together into connected areas that have compact spatial distributions. the experimental results on three public datasets demonstrate that the precision and robustness of the proposed algorithm have been improved obviously. published by aip publishing. |
| WOS关键词 | REGION DETECTION ; CONTRAST |
| WOS研究方向 | Instruments & Instrumentation ; Physics |
| WOS类目 | Instruments & Instrumentation ; Physics, Applied |
| 语种 | 英语 |
| WOS记录号 | WOS:000385634500077 |
| 出版者 | AMER INST PHYSICS |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2374883 |
| 专题 | 中国科学院大学 |
| 通讯作者 | Zhang, Libo |
| 作者单位 | Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Libo,Sun, Yihan,Luo, Tiejian,et al. Note: a manifold ranking based saliency detection method for camera[J]. Review of scientific instruments,2016,87(9):3. |
| APA | Zhang, Libo,Sun, Yihan,Luo, Tiejian,&Rahman, Mohammad Muntasir.(2016).Note: a manifold ranking based saliency detection method for camera.Review of scientific instruments,87(9),3. |
| MLA | Zhang, Libo,et al."Note: a manifold ranking based saliency detection method for camera".Review of scientific instruments 87.9(2016):3. |
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来源：中国科学院大学
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