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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Sungsoo Kim Taehong Jung Yungjun Park Jaihie Kim |
| Copyright Year | 2004 |
| Description | Author affiliation: Sch. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea (Sungsoo Kim) |
| 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. |
| Sponsorship | IEEE |
| Starting Page | 586 |
| Ending Page | 591 |
| File Size | 840333 |
| Page Count | 6 |
| File Format | |
| ISBN | 0780386396 |
| DOI | 10.1109/ISPACS.2004.1439124 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2004-11-18 |
| Publisher Place | South Korea |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Adaptive systems Skin Digital TV Layout Change detection algorithms Face detection Video sequences Real time systems Motion estimation Detection algorithms |
| Content Type | Text |
| Resource Type | Article |
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