Comparison of human face matching behavior and computational image similarity measure
文献类型：期刊论文
| 作者 | Chen WenFeng1 ; Liu ChangHong2; Lander Karen3; Fu XiaoLan1; X. L. Fu
|
| 刊名 | SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES
 |
| 出版日期 | 2009-02-01 |
| 卷号 | 52期号:2页码:316-321 |
| 关键词 | image similarity human behaviour face matching objective measure subjective measure |
| ISSN号 | 1009-2757 |
| 文献子类 | Article |
| 英文摘要 | Computational similarity measures have been evaluated in a variety of ways, but few of the validated computational measures are based on a high-level, cognitive criterion of objective similarity. In this paper, we evaluate two popular objective similarity measures by comparing them with face matching performance in human observers. The results suggest that these measures are still limited in predicting human behavior, especially in rejection behavior, but objective measure taking advantage of global and local face characteristics may improve the prediction. It is also suggested that human may set different criterions for "hit" and "rejection" and this may provide implications for biologically-inspired computational systems.; Computational similarity measures have been evaluated in a variety of ways, but few of the validated computational measures are based on a high-level, cognitive criterion of objective similarity. In this paper, we evaluate two popular objective similarity measures by comparing them with face matching performance in human observers. The results suggest that these measures are still limited in predicting human behavior, especially in rejection behavior, but objective measure taking advantage of global and local face characteristics may improve the prediction. It is also suggested that human may set different criterions for "hit" and "rejection" and this may provide implications for biologically-inspired computational systems. |
| 学科主题 | 认知心理学 |
| 语种 | 英语 |
| WOS记录号 | WOS:000262702300018 |
| 公开日期 | 2011-08-22 |
| 源URL | [http://ir.psych.ac.cn/handle/311026/5261]  |
| 专题 | 心理研究所_中国科学院心理研究所回溯数据库(1956-2010) |
| 通讯作者 | X. L. Fu |
| 作者单位 | 1.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China 2.Univ Hull, Dept Psychol, Kingston Upon Hull HU6 7RX, N Humberside, England 3.Univ Manchester, Sch Psychol Sci, Manchester M13 9PL, Lancs, England |
| 推荐引用方式 GB/T 7714 | Chen WenFeng,Liu ChangHong,Lander Karen,et al. Comparison of human face matching behavior and computational image similarity measure[J]. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,2009,52(2):316-321. |
| APA | Chen WenFeng,Liu ChangHong,Lander Karen,Fu XiaoLan,&X. L. Fu.(2009).Comparison of human face matching behavior and computational image similarity measure.SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,52(2),316-321. |
| MLA | Chen WenFeng,et al."Comparison of human face matching behavior and computational image similarity measure".SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES 52.2(2009):316-321. |
入库方式： OAI收割
来源：心理研究所
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