DocumentCode :
3328219
Title :
Adaptive skin detection system on DTV
Author :
Kim, Sungsoo ; Jung, Taehong ; Park, Yungjun ; Kim, Jaihie
Author_Institution :
Sch. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fYear :
2004
fDate :
18-19 Nov. 2004
Firstpage :
586
Lastpage :
591
Abstract :
We propose a skin detection algorithmic system for a consequent video sequence which is fast, reliable and applicable. We adopted YCbCr color space, which is competitive in extracting the skin region from digital television (DTV) related images. Based on a Gaussian color probability density, and the assumption that the color is homogeneous in a continuous scene, we adopted a face detection method to extract the skin space locus from one scene to another scene so that adequate skin space is renewed by face detection. We target this algorithm for DTV applications. As speed of the algorithm is crucial in a real time system, we adopted motion estimation (ME) to find the exact frames which need the skin space to be updated due to scene change or skin color change. The core of this work is a practical adaptive skin space search algorithm, meanwhile reducing distortion from various image sources. Our adaptive skin locus update (ASLU) algorithm shows outstanding result comparing to static skin region detection algorithms.
Keywords :
Gaussian distribution; adaptive signal processing; digital television; face recognition; image colour analysis; image segmentation; motion estimation; video signal processing; ASLU; DTV; Gaussian color probability density; YCbCr color space; adaptive skin detection system; adaptive skin locus update algorithm; adaptive skin space search algorithm; digital television related images; face detection; homogeneous continuous scene color; image segmentation; motion estimation; scene skin space locus; Adaptive systems; Change detection algorithms; Detection algorithms; Digital TV; Face detection; Layout; Motion estimation; Real time systems; Skin; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2004. ISPACS 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8639-6
Type :
conf
DOI :
10.1109/ISPACS.2004.1439124
Filename :
1439124
Link To Document :
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