2011 · 19 citations · 5 references
Genetic AnalysisPeriocular Biometric RecognitionImage AnalysisEngineeringBiometric PrivacyPattern RecognitionGeneticsEvolutionary BiologyBiometricsComputational BiologyFeature SelectionHuman IdentificationPeriocular RecognitionSoft BiometricsEvolutionary Feature SelectionIris Biometrics
In this paper, we introduce the concept of genetic & evolutionary feature selection (GEFeS) for periocular biometric recognition. Our results show that GEFeS dramatically reduces the number of features needed for periocular recognition as well as increases recognition accuracy.
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