Face detection using template matching and skin-color information

Neurocomputing

Volumn 70, Issue 4-6, 2007, Pages 794-800

  Jin, Zhong ^a,b   Lou, Zhen ^b   Yang, Jingyu ^c   Sun, Quansen ^b,c  

^a UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^b NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^c UNIVERSITY OF JINAN   (China)

Author keywords

Face detection; Morphological operation; Skin color information; Template matching

Indexed keywords

ALGORITHMS; COLOR IMAGE PROCESSING; COMPUTER SIMULATION; DATABASE SYSTEMS; FEATURE EXTRACTION; INTERNET; PATTERN MATCHING; SKIN;

FACE DETECTION; MORPHOLOGICAL OPERATION; SKIN-COLOR INFORMATION; TEMPLATE MATCHING;

FACE RECOGNITION;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; CLASSIFICATION; CONTROLLED STUDY; DATA BASE; EYE; FACE PROFILE; FALSE POSITIVE RESULT; IMAGING SYSTEM; INTERMETHOD COMPARISON; INTERNET; LINEAR SYSTEM; LUMINANCE; MATHEMATICAL COMPUTING; NORMAL DISTRIBUTION; PRIORITY JOURNAL; PROBABILITY; SKIN COLOR;

EID: 33845981839     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2006.10.043     Document Type: Article

References (18)

1. Belhumeur P.N., Hespanha J.P., and Kriegman D.J. Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE Trans. Pattern Anal. Mach. Intell. 19 7 (1997) 711-720
2. Brunelli R., and Poggio T. Face recognition: feature versus templates. IEEE Trans. Pattern Anal. Mach. Intell. 15 10 (1993) 1042-1052
3. Garcia C., and Tziritas G. Face detection using quantized skin color regions merging and wavelet packet analysis. IEEE Trans. Multimedia 1 3 (1999) 264-277
4. Hsu R.-L., Abdel-Mottaleb M., and Jain A.K. Face detection in color images. IEEE Trans. Pattern Anal. Mach. Intell. 24 5 (2002) 695-705
5. Jin Z., Li S., and Yang J. Automatic normalization and feature extraction of face images. Mini-Micro Syst. 21 7 (2000) 715-718 (in Chinese)
6. Jin Z., Yang J., Hu Z., and Lou Z. Face recognition based on the uncorrelated discriminant transformation. Pattern Recogn. 34 7 (2001) 1405-1416
7. Z. Jin, J. Yang, Z. Lou, A luminance-conditional distribution model of skin color information, in: Proceedings of the International Conference on Imaging: Technology and Applications for the 21st Century, Beijing, China, May 23-26, 2005, pp. 280-281.
8. Kong S.G., Heo J., Abidi B.R., Paik J., and Abidi M.A. Recent advances in visual and infrared face recognition review. Comput. Vision Image Underst. 97 1 (2005) 103-135
9. Z.-M. Liu, Y. Li, X. He, W.-K. Wang, J.-L. Zhou, K. Li, Extraction of face regions in color image, in: Proceedings of the First International Conference on Machine Learning and Cybenetics, Beijing, China, November 4-5, 2002, pp. 1340-1343.
10. Ng J., and Gong S. Composite support vector machines for detection of faces across views and pose estimation. Image Vision Comput. 20 5-6 (2002) 359-368
11. Phillips P.J., Wechsler H., Huang J., and Rauss P. The FERET database and evaluation procedure for face recognition algorithms. Image Vision Comput. J. 16 5 (1998) 295-306
12. Phillips P.J., Moon H., Rizvi S.A., and Rauss P.J. The FERET evaluation methodology for face recognition algorithms. IEEE Trans. Pattern Anal Mach. Intell. 22 10 (2000) 1090-1104
13. Soriano M., Martinkauppi B., Huovinen S., and Laaksonen M. Adaptive skin color modeling using the skin locus for selecting training pixels. Pattern Recogn. 36 3 (2003) 681-690
14. R. Stiefelhagen, J. Yang, A. Waibel. Tracking eyes and monitoring eye gazes, in: Proceedings of the Workshop on Perceptual User Interfaces, Banff, Canada, October 1997, pp. 98-100.
15. Wang Y., and Yuan B. A novel approach for human face detection from color images under complex background. Pattern Recogn. 34 (2001) 1983-1992
16. Yang M.-H., Kriegman D., and Ahuja N. Detecting faces in images: a survey. IEEE Trans. Pattern Anal. Mach. Intell. 24 1 (2002) 34-58
17. Zhao W., Chellappa R., Phillips P.J., and Rosenfeld A. Face recognition: a literature survey. ACM Comput. Surveys 35 4 (2003) 399-459
18. Zhao Z.-Q., Huang D.S., and Sun B.-Y. Human face recognition based on multiple features using neural networks committee. Pattern Recogn. Lett. 25 12 (2004) 1351-1358