DocumentCode
2418514
Title
Intelligent approaches for effective feature selection in image pattern recognition
Author
Gamarra, A. Margarita R. ; Quintero, M. Christian G.
Author_Institution
Electr. & Electron. Eng. Dept., Univ. Del Norte, Barranquilla, Colombia
fYear
2011
fDate
1-4 Oct. 2011
Firstpage
1
Lastpage
6
Abstract
In pattern recognition is necessary to have a number of features to identify each class. This article presents approaches for feature selection and classification in pattern recognition in digital images using intelligent algorithms. The question to work, a theoretical framework and related work on the subject are developed, experiments are proposed and results are shown.
Keywords
image recognition; digital images; effective feature selection; feature classification; image pattern recognition; intelligent approaches; Databases; Face; Face recognition; Feature extraction; Genetic algorithms; Training; feature vector; genetic algorithms; neural networks; pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics Symposium, 2011 IEEE IX Latin American and IEEE Colombian Conference on Automatic Control and Industry Applications (LARC)
Conference_Location
Bogota
Print_ISBN
978-1-4577-1689-8
Type
conf
DOI
10.1109/LARC.2011.6086826
Filename
6086826
Link To Document