DocumentCode
1709656
Title
Face Detection Based on Fractal and Complexion Model in the Complex Background
Author
Zhu, Zhiliang ; Gao, Jiangning ; Yu, Hai
Author_Institution
Software Coll., Northeastern Univ., Shenyang, China
fYear
2010
Firstpage
491
Lastpage
495
Abstract
In this paper, a new face detection algorithm based on fractal theory and complexion model is proposed. On the basis of the traditional face detection, the new algorithm estimated the fractal dimension of face area to exclude the non-face area and extract the face area fast and accurately. Furthermore, its calculation is simple and it can realize multi-angle detection in the complex background. As well as the new algorithm can overcome the shortcomings of high misdetection and low capability in adapting to changes of traditional way. Simulations are carried out with detailed analyses, which demonstrating the superior accuracy and high efficiency of our algorithm.
Keywords
face recognition; feature extraction; fractals; object detection; complex background; complexion model; face area extraction; face detection; fractal dimension; fractal theory; multiangle detection; Algorithm design and analysis; Computational modeling; Face; Face detection; Fractals; Humans; Pixel; box dimension; complexion model; face detection; face dimension; fractal;
fLanguage
English
Publisher
ieee
Conference_Titel
Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
Conference_Location
Kunming, Yunnan
Print_ISBN
978-1-4244-8815-5
Type
conf
DOI
10.1109/IWCFTA.2010.108
Filename
5671260
Link To Document