Color-based face detection using combination of modified local binary patterns and embedded Hidden Markov models

2006 SICE-ICASE International Joint Conference

Volumn , Issue , 2006, Pages 5598-5603

  Pham Ngoc, Phuong Trinh ^a   Jo, Kang Hyun ^a  

^a University of Ulsan   (South Korea)

Author keywords

Embedded Hidden Markov models; Face detection; Local binary patterns; Skin segmentation

Indexed keywords

HIERARCHICAL CLASSIFIERS; HISTOGRAM MATCHING; LOCAL BINARY PATTERN (LBP); SKIN SEGMENTATION;

BINARY SEQUENCES; COLOR IMAGE PROCESSING; DATABASE SYSTEMS; DISCRETE COSINE TRANSFORMS; HIDDEN MARKOV MODELS; IMAGE SEGMENTATION;

FACE RECOGNITION;

EID: 34250756003     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SICE.2006.315784     Document Type: Conference Paper

References (11)

1. R. L. Hsu, M. A. Mottaleb and A. K. Jain, "Face Detection in Color Images," IEEE Trans. on PAMI, vol. 24, no. 5, pp. 696-706, 2002.
2. H. Jin, Q. Liu, H. Lu and X. Tong, "Face Detection using Improved LBP under Bayesian Framework", Proc. of ICIQ 2004.
3. C. Lin and K. C. Fan, "A Color-Triangle-Based Approach to the Detection of Human Face", BMCV 2000, vol. 1811, pp. 359-368, May 2000.
4. A. Nefian and M. Hayes, "Face Recognition using an embedded HMM", Proc. IEEE Conference on Audio and Video-based Biometric Person Authentication, pp. 19-24, 1999.
5. P. Peer, J. Kovac and F. Solina, "Human Skin Colour Clustering for Face Detection", EUROCON, 2003.
6. L. G. Shapiro and G. C. Stockman, Computer Vision, Prentice Hall, New Jersey, 2001.
7. V. Vezhnevets, V Sazonov and A. Andreeva, "A Survey on Pixel-Based Skin Color Detection Techniques," Proc. Graphicon, pp. 85-92, 2003.
8. P. Viola and M. Jones, "Robust Real-time Object Detection," Proc. IEEE Workshop on Statistical and Theories of Computer Vision, 2001.
9. M. H. Yang, D. J. Kriegman and N. Ahuja, "Detecing Faces in Images: A Survey," IEEE Trans. on PAMI, vol. 24, no. 1, pp. 34-58, 2002.
10. th IEEE International Conference on AFGR, pp. 356-361, May 2004.
11. K. C. Yow and R. Cipolla, "Feature-based Human Face Detection," Image and Vision Computing, vol. 15, no. 9, pp. 713-735, 1997.