Title :
Fast Face Detection Based on Wavelet Transform in the Color Image
Author_Institution :
Coll. of Inf. & Eng., Shandong Yingcai Univ., Jinan, China
Abstract :
We have presented a fast wavelet transform based face detection algorithm. Firstly nonlinear transform has been done against image, then using wavelet transform extract facial high frequency components. At the same time the hidden function of neural is replaced by wavelet kernel function. The result of experiment shows that the new algorithm can reduce the detection time and can get the high detection accuracy. It can be referenced by the practical face detection system.
Keywords :
face recognition; feature extraction; image colour analysis; neural nets; wavelet transforms; color image; facial high frequency component extraction; fast wavelet transform based face detection algorithm; hidden neural function; nonlinear transform; wavelet kernel function; Face; Face detection; Image color analysis; Neural networks; Skin; Wavelet transforms; Wavelet Transform; color image; face detection; neural network;
Conference_Titel :
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-1-4799-4262-6
DOI :
10.1109/ISDEA.2014.114
