Using integrated color and texture features for automatic hair detection

IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings

Volumn , Issue , 2008, Pages 51-55

  Lipowezky, Uri ^a   Mamo, Omri ^b   Cohen, Avihai ^b  

^a Samsung Advanced Institute of Technology (SAIT)   (South Korea)

^b JERUSALEM COLLEGE OF TECHNOLOGY   (Israel)

Author keywords

Clustering methods; Color; Face recognition; Feature extraction; Fuzzy logic

Indexed keywords

BACKGROUND DETECTIONS; CLUSTERING METHODS; COLOR AND TEXTURE FEATURES; COLOR FEATURES; COLOR IMAGES; COMPLEX BACKGROUNDS; FACIAL FEATURES; HAIR COLORS; HAIR ROOTS; HUMAN HAIRS; STORE ENVIRONMENTS;

COLOR; FACE RECOGNITION; FUZZY LOGIC; FUZZY SETS; TEXTURES;

FEATURE EXTRACTION;

EID: 62749128073     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EEEI.2008.4736632     Document Type: Conference Paper

References (16)

1. J. Canny, "A Computational Approach to Edge Detection," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 8, no. 6, pp. 679-697, November 1986.
2. H. Chen, and S-C. Zhu, "A Generative Sketch Model for Human Hair Analysis and Synthesis," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 28, no. 7, pp. 1025-1040, 2006.
3. C. Christoudias, B. Georgescu, and P. Meer, "Synergism in Low Level Vision," Proc. 16th Int'l Conf. Pattern Recognition, vol. 4, pp. 150-155, August 2002.
4. J. Friedman, T. Hastie, and R. Tibshirani, "Additive Logistic Regression: A Statisical View of Boosting", The Annals of Statistics, vol. 28, no. 2, pp. 337-407, 2000.
5. M. Haley, and B. S. Manjunath "Rotation-Invariant Texture Classification Using a Complete Space-Frequency Model" IEEE Trans. on Image Processing vol. 8 no. 2, pp. 255-269, 1999.
6. H. Hotelling, "The generalization of student's ratio," Ann. Mathematical Stat., vol. 2, pp. 360-378, 1931.
7. Jia, X., Extending the Feature Set for Automatic Face Recognition. PhD dissertation., Univ. of Southampton. 1993.
8. A. Levin, D. Lischinski, and Y. Weiss, "A Closed-Form Solution to Natural Image Matting," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 30, no. 2, pp. 228-242, 2008.
9. U. Lipowezky, Y. Furth, and E. Luson,"Unsupervised Classifying Land Development in High Resolution Multi - Spectral Satellite Photos and Application for Facial Features Extraction," Proc. 23-th Convention IEEE in Israel, pp. 426-431, 2004.
10. U. Lipowezky, and S. Cahen, "Automatic Freckles Detection and Retouching," Proc. 25-th Convention IEEE in Israel, 2008.
11. P. Viola, and M. Jones, "Robust Real-Time Face Detection," Int'l J. Computer Vision, vol. 57, pp. 1473-1505, 2004.
12. J. M. Wilmott, D. T. Aust, and T. K. Crawford, "Method for producing customized cosmetic and pharmaceutical formulations on demand", United States Patent 6782307, 24 August 2004.
13. H. Wu, Q. Chen, and M. Yachida, "Face Detection from Color Images Using a Fuzzy Pattern Matching Method," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 21, no. 6, pp. 557-563, 1999.
14. Y. Yacoob, and L. S. Davis, "Detection and Analysis of Hair," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 28, no. 7, pp. 1164-1169, 2006.
15. http://www.ezface.com. EZface Virtual Mirror. EZface Inc., 2008.
16. http://www.taaz.com. Taaz.com/Photometria Inc., May, 2008.