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
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;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334285