Peter Gejgus
ABSTRACT
The paper deals with method used for segmentation of human skin from the image. Applications of the method are in the fields of gesture recognition, face detection or motion capture. After the detailed method description, the experimental interactive program designed for helping deaf students learn finger alphabet is presented. This program is part of the sign language system, which uses CCD camera, directed to the user hands with goal to capture the image and compute the matching of the posture with a desired shape.
- A. Niklova, J. Placek, M. Sperka. Interactive Learning System for Sign Language Configurations and Finger Alphabet. In: International Workshop & Project Festival Computer Vision, Computer Graphics, New Media: Graz, Austria, September 2002. pp. 233--234.]]Google Scholar
- P. Gejgus, M. Sperka. Face tracking in color video sequences. In: Joy K. I. - Szirmay-Kalos, I. /EDS./: Proceedings of the Spring Conference on Computer Graphics 2003. Bratislava: UK 2003, pp. 268--273.]] Google ScholarDigital Library
- A. Gupta. EM Algorithm. http://www.cse.unsw.edu.au/~akgu380/EM/EM.html.]]Google Scholar
- J. A. Bilmes. A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models. Technical Report ICSI-TR-97-021, University of Berkeley, 1998.]]Google Scholar
- A. Niklova. Using PC technology for learning of finger signs, Diploma Thesis, University of Comenius, Bratislava, 2003.]]Google Scholar
- M. Sonka, V. Hlavac, R. Boyle. Image Processing, Understanding, and Machine Vision, 2nd edition, PWS Boston, 1998.]] Google ScholarDigital Library
- M. Sedlacek. Evaluation of RGB and HSV Models in Human Faces Detection. Central European Seminar on Computer Graphics, Budmerice, Slovakia, 2004. pp. 125--131.]]Google Scholar
- Skin color segmentation method based on mixture of gaussians and its application in learning system for finger alphabet
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