DocumentCode
419622
Title
Skin color detection in low bit-rate 3-D multiwavelet-based videos
Author
Chien, Jong-chih ; Li, C.C.
Author_Institution
Dept. of Electr. & Comput. Eng., Pittsburgh Univ., PA, USA
Volume
1
fYear
2004
fDate
23-26 Aug. 2004
Firstpage
720
Abstract
There is a growing thrust of studies on exploring applications of multiwavelets in image compression, denoising and recognition. For compression, multiple scaling functions and multiple wavelets provide more flexible approximation of the original signal at high compression ratio than a comparable single scaling function and single wavelet, leading to potential improvement in the detection of some features even in low bit-rate videos. This paper presents a study on detection of human skin colors in low bit-rate videos as a performance evaluation of low bit-rate videos encoded using spatio-temporal 3-D multiwavelets.
Keywords
data compression; feature extraction; image colour analysis; skin; video coding; wavelet transforms; feature detection; human skin color detection; image compression; image denoising; image recognition; low bit rate videos; multiple scaling functions; performance evaluation; single scaling function; spatiotemporal 3D multiwavelets; Equations; Humans; Image coding; Image recognition; Multiresolution analysis; Noise reduction; Skin; Symmetric matrices; Video compression; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-2128-2
Type
conf
DOI
10.1109/ICPR.2004.1334285
Filename
1334285
Link To Document