Beihang University Facial Expression Database and Multiple Facial Expression Recognition
作者： Yu-li Xue , Xia Mao , Fan Zhang
DOI: 10.1109/ICMLC.2006.258460
关键词:
摘要: Over the last decade, significant effort has been made in developing methods of facial expression analysis. Because limited data sets expressions, comprehensive emotional recognition that is essential areas such as affective computing and human-machine interaction not well studied. This paper provides Beihang University Facial Expression Database, which includes 25 expressions (18 pure 3 mixed 4 complex expressions) many unique appeared other face databases. The questionnaire investigation videos 18 shows effectiveness data. experiment on 9 demonstrates feasibility multiple recognition.
sci-hub.se 参考文章(15)
Michael J. Black, Yaser Yacoob, Recognizing Facial Expressions in Image Sequences Using Local Parameterized Models of Image Motion International Journal of Computer Vision. ,vol. 25, pp. 23- 48 ,(1997) , 10.1023/A:1007977618277
Paul Ekman, Wallace V. Friesen, Constants across cultures in the face and emotion. Journal of Personality and Social Psychology. ,vol. 17, pp. 124- 129 ,(1971) , 10.1037/H0030377
Z. Chair, P.K. Varshney, Optimal Data Fusion in Multiple Sensor Detection Systems IEEE Transactions on Aerospace and Electronic Systems. ,vol. 22, pp. 98- 101 ,(1986) , 10.1109/TAES.1986.310699
B. Fasel, Juergen Luettin, Automatic facial expression analysis: a survey Pattern Recognition. ,vol. 36, pp. 259- 275 ,(2003) , 10.1016/S0031-3203(02)00052-3
M. Lyons, S. Akamatsu, M. Kamachi, J. Gyoba, Coding facial expressions with Gabor wavelets ieee international conference on automatic face and gesture recognition. pp. 200- 205 ,(1998) , 10.1109/AFGR.1998.670949
Y.-I. Tian, T. Kanade, J.F. Cohn, Recognizing action units for facial expression analysis IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 23, pp. 32- 66 ,(2001) , 10.1109/34.908962
Bernd Girod, Peter Eisert, Facial Expression Analysis for Model-Based Coding of Video Sequences ,(1997)
P.N. Belhumeur, J.P. Hespanha, D.J. Kriegman, Eigenfaces vs. Fisherfaces: recognition using class specific linear projection IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 711- 720 ,(1997) , 10.1109/34.598228
T. Kanade, J.F. Cohn, Yingli Tian, Comprehensive database for facial expression analysis ieee international conference on automatic face and gesture recognition. pp. 46- 53 ,(2000) , 10.1109/AFGR.2000.840611
F. Hara, H. Kobayashi, Computer graphics for expressing robot-artificial emotions robot and human interactive communication. pp. 155- 160 ,(1992) , 10.1109/ROMAN.1992.253933