DocumentCode
2494805
Title
Face recognition based on fractal dimension
Author
Zhao, Lihong ; Ma, Nan ; Xu, Xinhe
Author_Institution
Inf. Sci. & Eng. Coll., Northeastern Univ., Shenyang
fYear
2008
fDate
25-27 June 2008
Firstpage
6830
Lastpage
6833
Abstract
An approach for face recognition was proposed based on features called fractal dimension in this paper; it is an efficient representation of natural texture. A grayscale image can be divided into many non-overlapping blocks and the fractal dimension can be computed in every single block to keep better performance of representing subtle texture with fractal dimension when it was applied to present facial image. Experiments on ORL face database displayed promising results and they demonstrated that the size of block affect recognition rate.
Keywords
face recognition; image texture; visual databases; ORL face database; block affect recognition rate; face recognition; fractal dimension; grayscale image; natural texture; Automation; Educational institutions; Face recognition; Fractals; Humans; Image coding; Information science; Intelligent control; Rough surfaces; Surface roughness; face recognition; fractal dimension;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593969
Filename
4593969
Link To Document