DocumentCode :
3041320
Title :
Face detection in the compressed domain
Author :
Fonseca, Pedro ; Nesvadha, J.
Author_Institution :
Instituto de Telecommunicacoes, Instituto Superior Tecnico, Lisbon, Portugal
Volume :
3
fYear :
2004
fDate :
24-27 Oct. 2004
Firstpage :
2015
Abstract :
Face detection is important in many algorithms in the areas of machine object recognition and pattern recognition. The kaleidoscope of applications for face detection extends across automatic image and home video content annotation, face-image stabilisation and face recognition systems. By using information derived from colour, luminosity and frequency the face detection algorithm proposed in this paper aims to determine the location of multiple frontal and non-frontal faces in compressed MPEG-1, MPEG-2 video or JPEG image content. The described algorithm requires only low computational resources on CE devices and offers at one and the same time extremely high detection rates.
Keywords :
data compression; face recognition; image coding; image colour analysis; image segmentation; JPEG image content; MPEG-1 compression; MPEG-2 video; face detection; face recognition system; face-image stabilisation; home video content annotation; kaleidoscope; machine object recognition; multiple nonfrontal face; pattern recognition; Computational complexity; Discrete cosine transforms; Face detection; Face recognition; Frequency; Image coding; Robustness; Streaming media; Transform coding; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-8554-3
Type :
conf
DOI :
10.1109/ICIP.2004.1421478
Filename :
1421478
Link To Document :
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