Illumination invariant skin color segmentation

2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009

Volumn , Issue , 2009, Pages 636-641

  Yang, Ukil ^a   Kim, Bongjoe ^a   Sohn, Kwanghoon ^a  

^a Yonsei University   (South Korea)

Author keywords

Illumination free color space; Skin color model; Skin color segmentation

Indexed keywords

COLOR SPACE; COLOR VARIATIONS; ILLUMINATION CONDITIONS; ILLUMINATION INVARIANT; ILLUMINATION VARIATION; ILLUMINATION-FREE COLOR SPACE; LAMBERTIAN SURFACES; SKIN COLOR MODEL; SKIN COLOR MODELS; SKIN COLOR SEGMENTATION; VISION BASED;

COLOR; INDUSTRIAL ELECTRONICS;

SKIN;

EID: 70349329499     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2009.5138283     Document Type: Conference Paper

References (24)

1. Ming-Hsuan Yang, David J. Kriegman, and Narendra Ahuja, "Detecting Faces in Images: A Survey," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 1, pp. 34-58, 2002
2. P. Kakumanu, S. Makrogiannis and N. Bourbakis, "A survey of skin-color modeling and detection methods," Pattern Recognition, Vol. 40, No. 3, pp. 1106-1122, 2007
3. B. K. Horn, 'Robot Vision,' MIT Press, 1986.
4. P. Phillips, P. Flynn, T. Scruggs, K. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min and W. Worek, "Overview of the face recognition grand challenge," Proceeding of Computer Vision and Pattern Recognition, pp. 947-954, 2005
5. Prag Sharma and Richard B. Reilly, "A Colour Face Image Database for Benchmarking of Automatic Face Detection Algorithms," Proceeding of EURASIP Conference focused on Video/Image Processing and Multimedia Communications, 2003
6. Finlayson, G.D., Hordley, S.D., Cheng Lum and Drew, M.S., "On the removal of shadows from images," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 1, pp. 59-68, 2006
7. Moh Joan, Hon Mun Low, and Greg Wientjes, "Nikon D70 Characterization," PSYCH 221 Final Projects, Stanford Center for Image Systems Engineering, 2006, http://ise.stanford.edu/class/psych221/projects/05/ joanmoh/index.html
8. G. Wyszecki and W. Stiles, 'Color Science: Concepts and Methods 2nd edition,' Quantitative Data and Formulas, New York: Wiley, 1982.
9. J. Yang, W. Lu and A. Waibel, "Skin-color modeling and adaptation," Proceeding of Asian Conference on Computer Vision, 1998.
10. M.H. Yang and N. Ahuja, "Gaussian Mixture model for human skin color and its application in image and video databases," Proceedings of SPIE: Conference on Storage and Retrieval for Image and Video Databases, pp. 458-466, 1999.
11. L. M. Bergasa, M. Mazo, A. Gardel, M. A. Sotelo and L. Boquete, "Unsupervised and adaptive Gaussian skin-color model," Image and Vision Computing, Vol. 18, No. 12, pp. 987-1003, 2000.
12. N. Oliver, A. Pentland, F. Berard and Lafter, "Lips and face real time tracker," Processing of Computer Vision and Pattern Recognition, 1997.
13. N. Sebe, T. Cohen, T. S. Huang and T. Gevers, "Skin detection, a Bayesian network approach," Processing of International Conference on Pattern Recognition, 2004.
14. M. Soriano, J. B. M. Kauppi, S. Huovinen and M. Laaksonen, "Adaptive skin color modeling using the skin locus for selecting training pixels," Pattern Recognition, Vol. 36, No. 3, pp. 681-690, 2003.
15. G. Gomez, M. Sanchez and L. E. Sucar, "On selecting an appropriate colour space for skin detection," Lecture Notes in Artificial Intelligence, vol. 2313, pp. 70-79, 2002.
16. J. Brand and J. Mason, "A comparative assessment of three approaches to pixel level human skin-detection," Processing of International Conference on Pattern Recognition, pp. 1056-1059, 2000.
17. C. Garcia and G. Tziritas, "Face detection using quantized skin color regions merging and wavelet packet analysis," IEEE Transactions on Multimedia Vol. 1, No. 3, pp. 264-277, 1999.
18. S. McKenna, S. Gong and Y. Raja, "Modeling facial colour and identity with Gaussian mixtures," Pattern Recognition, Vol. 31, No. 12. pp. 1883-1892, 1998.
19. K. Sobottka and I. Pitas, "A novel method for automatic face segmentation, facial feature extraction and tracking," Signal Processing: Image Communication, Vol. 12, No. 3, pp. 263-281, 1998.
20. Y. Wang and B. Yuan, "A novel approach for human face detection from color images under complex background," Pattern Recognition, Vol. 34, No. 10, pp. 1983-1992, 2001.
21. R. L. Hsu, M. Abdel-Mottaleb and A. K. Jain, "Face detection in color images," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 5, pp. 696-706, 2002.
22. K. W. Wong, K. M. Lam and W. C. Siu, "A robust scheme for live detection of human faces in color images," Signal Processing: Image Communication, Vol. 18, No. 2, pp. 103-114, 2003.
23. Y. Dai and Y. Nakano, "Face-texture model based on SGLD and its application in face detection in a color scene," Pattern Recognition, Vol. 29, No. 6, pp. 1007-1017, 1996.
24. F. Marques and V. Vilaplana, "A morphological approach for segmentation and tracking of human face," Processing of International Conference on Pattern Recognition, 2000.