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Iris image recognition: wavelet filter-banks based iris feature extraction schemes

This book provides the new results in wavelet filter banks based feature extraction, and the classifier in the field of iris image recognition. It provides the broad treatment on the design of separable, non-separable wavelets filter banks, and the classifier. The design techniques presented in the...

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Detalles Bibliográficos
Autores principales: Rahulkar, Amol D, Holambe, Raghunath S
Lenguaje:eng
Publicado: Springer 2014
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-06767-4
http://cds.cern.ch/record/1707482
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author Rahulkar, Amol D
Holambe, Raghunath S
author_facet Rahulkar, Amol D
Holambe, Raghunath S
author_sort Rahulkar, Amol D
collection CERN
description This book provides the new results in wavelet filter banks based feature extraction, and the classifier in the field of iris image recognition. It provides the broad treatment on the design of separable, non-separable wavelets filter banks, and the classifier. The design techniques presented in the book are applied on iris image analysis for person authentication. This book also brings together the three strands of research (wavelets, iris image analysis, and classifier). It compares the performance of the presented techniques with state-of-the-art available schemes. This book contains the compilation of basic material on the design of wavelets that avoids reading many different books. Therefore, it provide an easier path for the new-comers, researchers to master the contents. In addition, the designed filter banks and classifier can also be effectively used than existing filter-banks in many signal processing applications like pattern classification, data-compression, watermarking, denoising etc.  that will give the new directions of the research in the relevant field for the readers.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
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spelling cern-17074822021-04-21T20:58:49Zdoi:10.1007/978-3-319-06767-4http://cds.cern.ch/record/1707482engRahulkar, Amol DHolambe, Raghunath SIris image recognition: wavelet filter-banks based iris feature extraction schemesEngineeringThis book provides the new results in wavelet filter banks based feature extraction, and the classifier in the field of iris image recognition. It provides the broad treatment on the design of separable, non-separable wavelets filter banks, and the classifier. The design techniques presented in the book are applied on iris image analysis for person authentication. This book also brings together the three strands of research (wavelets, iris image analysis, and classifier). It compares the performance of the presented techniques with state-of-the-art available schemes. This book contains the compilation of basic material on the design of wavelets that avoids reading many different books. Therefore, it provide an easier path for the new-comers, researchers to master the contents. In addition, the designed filter banks and classifier can also be effectively used than existing filter-banks in many signal processing applications like pattern classification, data-compression, watermarking, denoising etc.  that will give the new directions of the research in the relevant field for the readers.Springeroai:cds.cern.ch:17074822014
spellingShingle Engineering
Rahulkar, Amol D
Holambe, Raghunath S
Iris image recognition: wavelet filter-banks based iris feature extraction schemes
title Iris image recognition: wavelet filter-banks based iris feature extraction schemes
title_full Iris image recognition: wavelet filter-banks based iris feature extraction schemes
title_fullStr Iris image recognition: wavelet filter-banks based iris feature extraction schemes
title_full_unstemmed Iris image recognition: wavelet filter-banks based iris feature extraction schemes
title_short Iris image recognition: wavelet filter-banks based iris feature extraction schemes
title_sort iris image recognition: wavelet filter-banks based iris feature extraction schemes
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-06767-4
http://cds.cern.ch/record/1707482
work_keys_str_mv AT rahulkaramold irisimagerecognitionwaveletfilterbanksbasedirisfeatureextractionschemes
AT holamberaghunaths irisimagerecognitionwaveletfilterbanksbasedirisfeatureextractionschemes