2002 · 336 citations · 5 references
ComputingComputer ScienceAuthenticationComputer VisionFeature EngineeringBiometric AuthenticationFeature ExtractionImage AnalysisImage ClassificationPattern RecognitionTexture AnalysisBiometric Feature ExtractionBiometric RecognitionGabor FeaturesGabor Filter Texture AnalysisGabor FilteringIris RecognitionTexture Feature ExtractionWavelet Transform
A new system for personal identification based on iris patterns is presented in this paper. It is composed of iris image acquisition, image preprocessing, feature extraction and classifier design. The algorithm for iris feature extraction is based on texture analysis using multichannel Gabor filtering and wavelet transform. Compared with existing methods, our method employs the rich 2D information of the iris and is translation, rotation, and scale invariant.
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Iris recognition: an emerging biometric technology
Richard P. Wildes · Proceedings of the IEEE · 1997 · 2.2K citations
Texture feature extraction via visual cortical channel modelling
Tieniu Tan · 2003 · 45 citations