DocumentCode
2361026
Title
A fractal based approach for face recognition
Author
Athale, Suprita S. ; Mitra, Suman K. ; Banerjee, Asim
Author_Institution
Dhirubhai Ambani Inst. of Inf. & Commun. Technol., Gujarat, India
fYear
2005
fDate
4-7 Jan. 2005
Firstpage
170
Lastpage
174
Abstract
The use of fractal technique known as iterated function systems (IFS) is mostly restricted to image compression till date. In this paper, we propose an automated face recognition system that operates in the fractal domain. This leads to an advantage towards handling large database of face images, which are compactly stored in terms of fractal codes. It is shown that candidate images of face recognition system could be recognized, efficiently, using interdependence of pixels arising from fractal codes (IFS) of images. The interdependence of the pixels is inherent within the fractal code in the form of chain of pixels. The preliminary results obtained by this method seem encouraging.
Keywords
face recognition; fractals; image coding; visual databases; automated face recognition system; face image database; fractal code; fractal technique; image compression; iterated function system; Authentication; Biometrics; Communications technology; Face recognition; Fractals; Image coding; Image databases; Neural networks; Principal component analysis; Spatial databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Sensing and Information Processing, 2005. Proceedings of 2005 International Conference on
Print_ISBN
0-7803-8840-2
Type
conf
DOI
10.1109/ICISIP.2005.1529443
Filename
1529443
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