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
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;
Conference_Titel :
Intelligent Sensing and Information Processing, 2005. Proceedings of 2005 International Conference on
Print_ISBN :
0-7803-8840-2
DOI :
10.1109/ICISIP.2005.1529443