DocumentCode
179233
Title
Fast Face Detection Based on Wavelet Transform in the Color Image
Author
Niu Ai-Min
Author_Institution
Coll. of Inf. & Eng., Shandong Yingcai Univ., Jinan, China
fYear
2014
fDate
15-16 June 2014
Firstpage
474
Lastpage
477
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location
Hunan
Print_ISBN
978-1-4799-4262-6
Type
conf
DOI
10.1109/ISDEA.2014.114
Filename
6977643
Link To Document