Cross-pose facial expression recognition

2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013

Volumn , Issue , 2013, Pages

  Guney, Fatma ^a   Arar, Nuri Murat ^b   Fischer, Mika ^c   Ekenel, Hazim Kemal ^d  

^a BOGAZICI UNIVERSITY   (Turkey)

^b EPFL   (Switzerland)

^c KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

^d ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; FRONTAL IMAGES; PARTIAL LEAST SQUARE (PLS);

GESTURE RECOGNITION; LEAST SQUARES APPROXIMATIONS;

HUMAN COMPUTER INTERACTION;

EID: 84881511491     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2013.6553814     Document Type: Conference Paper

References (14)

1. F. De la Torre and J. F. Cohn, Guide to Visual Analysis of Humans: Looking at People, ch. Facial Expression Analysis. Springer, 2011.
2. Y. Hu, Z. Zeng, L. Yin, X. Wei, J. Tu, and T. Huang, "A study of non-frontal-view facial expressions recognition," in 19th International Conference on Pattern Recognition (ICPR 2008), pp. 1-4, 2008.
3. Y. Hu, Z. Zeng, L. Yin, X. Wei, and X. Zhou, "Multi-view facial expression recognition," in Face and Gesture Recognition, pp. 1-6, IEEE, 2008.
4. S. Moore and R. Bowden, "Local Binary Patterns for Multi-view Facial Expression Recognition," Computer Vision and Image Understanding, vol. 115, no. 4, pp. 541-558, 2011.
5. O. Rudovic, I. Patras, and M. Pantic, "Regression-based Multi-view Facial Expression Recognition," in 20th International Conference on Pattern Recognition (ICPR 2010), pp. 4121-4124, IEEE, 2010.
6. K. Shiro, O. Kazuhiro, M. Eisaku, and S. Yoichi, "Pose-invariant facial expression recognition using variable-intensity templates," in In Proc. ACCV07, 2007.
7. A. Sharma and D. W. Jacobs, "Bypassing synthesis: Pls for face recognition with pose, low-resol ution and sketch," in Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR '11, (Washington, DC, USA), pp. 593-600, IEEE, 2011.
8. A. Li, S. Shan, and W. Gao, "Coupled bias-variance tradeoff for cross-pose face recognition," IEEE Transactions on Image Processing, vol. 21, no. 1, pp. 305-315, 2012.
9. M. Fischer, H. K. Ekenel, and R. Stiefelhagen, "Analysis of partial least squares for pose-invariant face recognition," IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems, 2012.
10. L. Yin, X. Wei, Y. Sun, J. Wang, and M. J. Rosato, "A 3D Facial Expression Database For Facial Behavior Research," in 7th International Conference on Automatic Face and Gesture Recognition (FGR06), pp. 211-216, IEEE, 2006.
11. R. Roman and K. Nicole, "Overview and recent advances in partial least squares," in Lecture Notes in Computer Science in Subspace, Latent Structure and Feature Selection Techniques, pp. 34-51, Springer, 2006.
12. L. Chengjun and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Transactions on Image Processing, vol. 11, no. 4, pp. 467-476, 2002.
13. T. F. Cootes, G. J. Edwards, and C. J. Taylor, "Active appearance models," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, pp. 681-685, 2001.
14. N. Hesse, T. Gehrig, H. Gao, and H. K. Ekenel, "Multi-view facial expression recognition using local appearance features," in 21st International Conference on Pattern Recognition (ICPR 2012), IEEE, 2012.