BHU人脸表情数据库的设计与实现

薛雨丽; 毛峡; 张帆

BHU人脸表情数据库的设计与实现

北京航空航天大学电子信息工程学院, 北京 100083

基金项目: 国家自然科学基金资助项目(60572044); 国家高技术研究发展计划资助项目(2006AA01Z135)

详细信息

作者简介:
薛雨丽(1980-), 女, 江苏南通人, 博士生, YuLi Xue@ee.buaa.edu.cn.

中图分类号: TP 391.41
计量
- 文章访问数: 3952
- HTML全文浏览量: 202
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- 被引次数: 0
出版历程
- 收稿日期: 2006-03-08
- 网络出版日期: 2007-02-28

Design and realization of BHU facial expression database

School of Electronics and Information Engineering, Beijing Unive rsity of Aeronautics and Astronautics, Beijing 100083, China

摘要

摘要: 提供了一个较为全面的人脸表情数据库,它包含3类人脸表情:单一表情、混合表情和复杂表情.本数据库具有在其它人脸数据库中未曾出现的情感表情,对世界人脸表情数据库进行了有益的补充.对数据库单一表情的部分样本进行了问卷调查,给出了对每个样本的评价, 并通过统计分析给出了对数据库中单一表情可识别性的评价.通过对9 种单一表情的识别实验,说明了多类表情识别的可行性.本表情数据库对人脸表情识别和人机交互领域的研究具有积极的促进作用.
- 情感表情 /
- 人脸表情数据库 /
- 表情识别
Abstract: A comprehensive facial expression database was provided, which incl udes three kinds of facial expressions: pure facial expressions, mixed facial ex pressions and complex facial expressions. The database contains some unique emot ional facial expressions not appeared in other facial databases, and is benefit to the world facial expression databases. Questionnaire investigation for some v ideos of pure facial expressions was done to give the evaluation of every v ideo. The evaluation of each pure facial expression data was obtained throug h statistical manner. Facial expression recognition experiment on nine pure faci al expressions demonstrated the feasibility of recognizing multiple facial expre ssions. The database is helpful to the development of facial expression recognit ion technologies and emotional human-machine interaction systems.
- emotional facial expressions /
- facial expression database /
- facial expression reco gnition

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参考文献(1)

[1] Picard R W. Affective computing [M]. Cambridge, MA:M IT Press, 1997 [2] Ralph Gross. Face databases Li S, Jain A. Handbook of face recog nition. New York:Springer-Verlag, 2005 [3] Ekman P,Friesen W. Constants across cultures in the face and emotion . Journal of Personality and Social Psychology, 1971, 17(2):124-129 [4] Black M J,Yacoob Y. Recognizing facial expressions in image sequences u sing local parameterized models of image motion [J]. International Journal of Computer Vision, 1997, 25(1):23-48 [5] Lyons Michael J, Shigeru Akamatsu, et al. Coding facial expressions with gabor wavelets Third IEEE International Conference on Automatic Face and Gestu re Recognition.Nara:IEEE Computer Society, 1998:200-205 [6] Kanade T,Cohn J,Tian Y L. Comprehensive database for facial expression a nalysis Proceedings of the 4th IEEE International Conference on Automati c Face and Gesture Recognition. Grenoble:IEEE Computer Society, 2000:46-53 [7] Belhumeur P N, Hespanha J P, Kriegman D J. Eigenfaces:vs. fisherfaces: recognition using class specific linear projection [J]. IEEE Transactions on P attern Analysis and Machine Intelligence, 1997, 19(7):711-720 [8] Sim Terence, Baker Simon, Bsat Maan. The CMU pose, illumination, and exp ression (PIE) database Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition. Washington:IEEE Computer Society, 20 02:46-51 [9] Martinez A R, Benavente R. The AR face database . Computer Vision C enter (CVC) Technical Report #24, 1998 [10] 吴丹,林学訚.人脸表情视频数据库的设计与实现[J]. 计算机工程与应用, 2004, 40(5):177-180 Wu Dan, Lin Xueyin. The design and realization of a video database for facial ex pression analysis [J]. Computer Engineering and Applications, 2004, 40(5):177- 180(in Chinese) [11] 周昌乐. 心脑计算举要[M]. 北京:清华大学出版社. 2003:155-157 Zhou Changle. The reviews of mental computation [M]. Beijing:Tsinghua Univers ity Press, 2003:155-157(in Chinese) [12] Hara F, Kobayashi H. Computer graphics for expressing robot - art ificial emotions Proceedings of Robot and Human Communication. Tokyo:IE EE International Workshop, 1992:155-160 [13] Viola P,Jones M. Rapid object detection using a boosted cascade o f simple features Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Cambridge:IEEE Computer Society, 2001:511-518 [14] Chair Z, Varshney P K. Optimal data fusion in multiple sensor det ection systems [J]. IEEE Trans, AES, 1986,22(1):98-101

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