By Topic

An independent component analysis based image classification scheme

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Gilmore, E.T. ; Howard Univ., Washington, DC, USA ; Frazier, P.D. ; Chouikha, M.F.

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.

Published in:

Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on  (Volume:3 )

Date of Conference:

17-21 May 2004