Robust head pose estimation using LGBP

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2006, Pages 512-515

  Ma, Bingpeng ^a,b   Zhang, Wenchao ^c   Shan, Shiguang ^a   Chen, Xilin ^a   Gao, Wen ^a,b,c  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

FACE RECOGNITION; IMAGE CODING; RADIAL BASIS FUNCTION NETWORKS; ROBUSTNESS (CONTROL SYSTEMS);

HISTOGRAMS; KERNEL SVM CLASSIFIER; LOCAL BINARY PATTERN (LBP); LOCAL GABOR BINARY PATTERNS (LGBP); POSE ESTIMATION;

FEATURE EXTRACTION;

EID: 34047204503     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.1006     Document Type: Conference Paper

References (8)

1. T.F. Cootes, K. Walker and C.J. Taylor, "View-Based Active Appearance Models". In Proc. 3th Int'l Conf. on Automatic Face and Gesture Recognition, Japan, 1998.
2. J.N.S. Kwong and S. Gong, "Learning Support Vector Machines for A Multi-View Face Model". In Proc. of the British Machine Vision Conference 1999, Nottingham, 13-16 September, 1999.
3. Stan Z. Li, Q. Fu, L. Gu, B. Scholkopf, Y. Cheng and H. Zhang, "Kernel Machine Based Learning For Multi-View Face Detection and Pose Estimation". In Proc. of 8th IEEE Int'l Conf. on Computer Vision, Vancouver, Canada. July 9-12, 2001.
4. W. Zhang, S. Shan, W. Gao, X. Chen and H. Zhang, "Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition". In Proc. of 10th IEEE Int'l Conf. on Computer Vision, Beijing, China, Oct.15-21, 2005.
5. A. Timo, H. Abdenour and P. Matti, "Face recognition with Local Binary Patterns". The 8th European Conference on Computer Vision, Prague, May 11-14, 2004.
6. C. Cortes and V. Vapnik, "Support vector network", Machine Learning, 20:273:297, 1995.
7. W. Gao, B. Cao, S. Shan, X. Zhang and D. Zhou, "The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations". Technical report of JDL, 2004, http://www.jdl.ac.cn/peal/peal_tr.pdf.
8. M. Lades, J. C. Vorbruggen, J. Buhmann, J. Lange, C. Malsburg, R. P. Wurtz, and W. Konen, "Distortion Invariant Object Recognition in the Dynamic Link Architecture," IEEE Transactions on Computers, Vol. 42, pp. 300-311, 1993.