DocumentCode
1124305
Title
A Significant Plane for Two-Class Discrimination Problems
Author
Duchene, J.
Author_Institution
Department of Biomedical Engineering, Compiegne University, BP 233, 60206 Compiegne Cedex, France.
Issue
4
fYear
1986
fDate
7/1/1986 12:00:00 AM
Firstpage
557
Lastpage
559
Abstract
In solving classification problems, the Fisher linear discriminant is often used for discriminating between two pattern classes. In addition to this discriminant direction, this correspondence proposes the use of a second direction, orthogonal to the first, which maximizes the projected scatter. An example is provided to illustrate the method.
Keywords
Biomedical engineering; Covariance matrix; Data analysis; Eigenvalues and eigenfunctions; Information analysis; Lagrangian functions; Pattern recognition; Principal component analysis; Scattering; Vectors; Discriminants; multivariate data projection; pattern recognition;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/TPAMI.1986.4767823
Filename
4767823
Link To Document