DocumentCode
417632
Title
An independent component analysis based image classification scheme
Author
Gilmore, E. Thomas ; Frazier, Preston D. ; Chouikha, M.F.
Author_Institution
Howard Univ., Washington, DC, USA
Volume
3
fYear
2004
fDate
17-21 May 2004
Abstract
In this paper, an image classification scheme based on independent component analysis (ICA) is proposed. The scheme uses independent components as image templates for which an image is projected. The output of the image projection is fed to a classifier. Three classifiers are presented using this approach. The experimental results are presented, with extensive simulations, documenting how well this method classifies images.
Keywords
image classification; independent component analysis; ICA; classifier; image classification scheme; image projection; image templates; independent component analysis; Biomedical signal processing; Data analysis; Image classification; Image coding; Independent component analysis; Information systems; Speech analysis; Speech coding; Speech processing; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326610
Filename
1326610
Link To Document