Title :
Feature space transformation using genetic algorithms
Author :
Vafaie, Haleh ; De Jong, Kenneth
Author_Institution :
Datamat Syst. Res. Inc., McLean, VA, USA
Abstract :
The authors have developed an autonomous system that transforms feature spaces to improve classification techniques. They apply their method to an eye-detection face recognition system, demonstrating substantially better classification rates than competing systems
Keywords :
eye; face recognition; feature extraction; genetic algorithms; image classification; software performance evaluation; autonomous system; classification rates; eye detection; face recognition system; feature space transformation; genetic algorithms; performance; Genetic algorithms; Image processing; Image recognition; Indium phosphide; Machine learning; Robustness; Testing;
Journal_Title :
Intelligent Systems and their Applications, IEEE
DOI :
10.1109/5254.671093
