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MPEG-4 facial animation in video analysis and synthesis

โœ Scribed by Peter Eisert


Book ID
102867628
Publisher
John Wiley and Sons
Year
2003
Tongue
English
Weight
610 KB
Volume
13
Category
Article
ISSN
0899-9457

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โœฆ Synopsis


Abstract

MPEGโ€4 supports the definition, encoding, transmission, and animation of 3โ€D head and body models. These features can be used for a variety of different applications ranging from low bitโ€rate video coding to character and avatar animation. In this article, an entire system for the analysis of facial expressions from image sequences and their synthesis is presented. New methods for the estimation of MPEGโ€4 facial animation parameters as well as scene illumination are proposed. Experiments for different applications demonstrate the potential of using facial animation techniques in video analysis and synthesis. A modelโ€based codec is presented that is able to encode headโ€andโ€shoulder video sequences at bitโ€rates of about 1 kbit/s. Besides the low bitโ€rate, many enhancements and scene modifications can be easily applied, like scene lighting changes or cloning of expressions for character animation. But also for the encoding of arbitrary sequences, 3โ€D knowledge can help to increase the coding efficiency. With our modelโ€aided codec, bitโ€rate reductions of up to 45% at the same quality can be achieved in comparison to standard hybrid video codecs. ยฉ 2004 Wiley Periodicals, Inc. Int J Imaging Syst Technol 13, 245โ€“256, 2003; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/ima.10072


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