Precise eye location using Dempster Shafer theory
文献类型：期刊论文
| 作者 | Gao, Yong; Wang, Yangsheng
|
| 刊名 | INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
 |
| 出版日期 | 2007 |
| 卷号 | 5期号:1页码:129-143 |
| 关键词 | eye location D S theory AdaBoost |
| 英文摘要 | Eye location is an important step in automatic visual interpretation and face recognition. In this paper, we present a novel eye location algorithm based on Dempster-Shafer's evidential reasoning. Four eye detectors are trained by AdaBoost with different combinations of feature spaces and samples. They detect face region respectively and produce an eye candidate set, then two of the four eye detectors calculate the confidence of every eye candidate. The confidence is converted to belief and plausibility. We use the combining rule to obtain combined belief and plausibility of each eye candidate, which represent the fusion information of the two eye detectors. The centers of eye candidates with great plausibility are considered as actual eye centers. Experimental results on several open face databases demonstrate that our method is precise, robust and has less computational complexity than other newly proposed ones. |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| 类目[WOS] | Computer Science, Software Engineering ; Mathematics, Interdisciplinary Applications |
| 研究领域[WOS] | Computer Science ; Mathematics |
| 关键词[WOS] | FACE-RECOGNITION ; PROJECTION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000250844100010 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9460]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Gao, Yong,Wang, Yangsheng. Precise eye location using Dempster Shafer theory[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,2007,5(1):129-143. |
| APA | Gao, Yong,&Wang, Yangsheng.(2007).Precise eye location using Dempster Shafer theory.INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,5(1),129-143. |
| MLA | Gao, Yong,et al."Precise eye location using Dempster Shafer theory".INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 5.1(2007):129-143. |
入库方式： OAI收割
来源：自动化研究所
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