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Face Recognition Techniques and Analysis - Marios Kyperountas
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Marios Kyperountas:

Face Recognition Techniques and Analysis - Livres de poche

2009, ISBN: 3639176499

ID: 11476543758

[EAN: 9783639176490], Neubuch, [PU: Vdm Verlag Jul 2009], This item is printed on demand - Print on Demand Titel. Neuware - This book presents standard as well as novel face recognition methods. These methods utilize Principal Component Analysis, Linear Discriminant Analysis, Independent Component Analysis, Gabor Wavelets, Neural Networks, Hidden Markov Models, Graph Matching, etc. Emphasis is given to the popular Eigenfaces algorithm, which is presented analytically in detail and a framework is presented for its experimental evaluation. In addition, this book presents a novel face recognition method that is computationally efficient and can be implemented as a real-time process. This method operates in quantized block histogram face spaces. Next, a classification algorithm, which inherently applies the optimum classification measure in these spaces, is mathematically derived. The development of this algorithm was motivated by the practical limitations that impair the performance of the Eigenfaces method. To overcome these limitations, theoretical and experimental statistical criteria are derived in order to achieve high recognition rates. Thus, a novel and potent face recognition framework is presented along with other standard face recognition methodologies. 124 pp. Englisch

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Face Recognition Techniques and Analysis - Marios Kyperountas
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Marios Kyperountas:

Face Recognition Techniques and Analysis - nouveau livre

ISBN: 9783639176490

ID: d17cb253740db287b173ed90af0a1af8

Classification in Principal and Histogram Spaces This book presents standard as well as novel face recognition methods. These methods utilize Principal Component Analysis, Linear Discriminant Analysis, Independent Component Analysis, Gabor Wavelets, Neural Networks, Hidden Markov Models, Graph Matching, etc. Emphasis is given to the popular Eigenfaces algorithm, which is presented analytically in detail and a framework is presented for its experimental evaluation. In addition, this book presents a novel face recognition method that is computationally efficient and can be implemented as a real-time process. This method operates in quantized block histogram face spaces. Next, a classification algorithm, which inherently applies the optimum classification measure in these spaces, is mathematically derived. The development of this algorithm was motivated by the practical limitations that impair the performance of the Eigenfaces method. To overcome these limitations, theoretical and experimental statistical criteria are derived in order to achieve high recognition rates. Thus, a novel and potent face recognition framework is presented along with other standard face recognition methodologies. Bücher / Fremdsprachige Bücher / Englische Bücher 978-3-639-17649-0, VDM

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Face Recognition Techniques and Analysis - Kyperountas, Marios
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Kyperountas, Marios:
Face Recognition Techniques and Analysis - Livres de poche

2009

ISBN: 9783639176490

ID: 1870851&WAN=10022&WBT=28664&WMID=W000000443

2009. ; KT ; Kyperountas:Face Recognition Techniques This book presents standard as well as novel facerecognition methods. These methods utilize PrincipalComponent Analysis, Linear Discriminant Analysis,Independent Component Analysis, Gabor Wavelets,Neural Networks, Hidden Markov Models, GraphMatching, etc. Emphasis is given to the popularEigenfaces algorithm, which is presented analyticallyin detail and a framework is presented for itsexperimental evaluation. In addition, this bookpresents a novel face recognition method that iscomputationally efficient and can be implemented as areal-time process. This method operates in quantizedblock histogram face spaces. Next, a classificationalgorithm, which inherently applies the optimumclassification measure in these spaces, ismathematically derived. The development of thisalgorithm was motivated by the practical limitationsthat impair the performance of the Eigenfaces method.To overcome these limitations, theoretical andexperimental statistical criteria are derived inor der to achieve high recognition rates. Thus, anovel and potent face recognition framework ispresented along with other standard face recognitionmethodologies. Buch Taschenbuch

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Face Recognition Techniques and Analysis - Kyperountas, Marios
Livre non disponible
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Kyperountas, Marios:
Face Recognition Techniques and Analysis - Livres de poche

2009, ISBN: 9783639176490

ID: 803538854

[ED: Softcover], [PU: Vdm Verlag Dr. Müller], This book presents standard as well as novel facerecognition methods. These methods utilize PrincipalComponent Analysis, Linear Discriminant Analysis,Independent Component Analysis, Gabor Wavelets,Neural Networks, Hidden Markov Models, GraphMatching, etc. Emphasis is given to the popularEigenfaces algorithm, which is presented analyticallyin detail and a framework is presented for itsexperimental evaluation. In addition, this bookpresents a novel face recognition method that iscomputationally efficient and can be implemented as areal-time process. This method operates in quantizedblock histogram face spaces. Next, a classificationalgorithm, which inherently applies the optimumclassification measure in these spaces, ismathematically derived. The development of thisalgorithm was motivated by the practical limitationsthat impair the performance of the Eigenfaces method.To overcome these limitations, theoretical andexperimental statistical criteria are derived inorder to achieve high recognition rates. Thus, anovel and potent face recognition framework ispresented along with other standard face recognitionmethodologies.2009. 124 S.Versandfertig in 3-5 Tagen, [SC: 0.00]

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Face Recognition Techniques and Analysis - Kyperountas, Marios
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Kyperountas, Marios:
Face Recognition Techniques and Analysis - Livres de poche

2009, ISBN: 3639176499

Edition reliée, ID: 5340606

Classification in Principal and Histogram Spaces - Buch, gebundene Ausgabe, 124 S., Beilagen: Paperback, Erschienen: 2009 VDM Verlag, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Détails sur le livre
Face Recognition Techniques and Analysis
Auteur:

Kyperountas, Marios

Titre:

Face Recognition Techniques and Analysis

ISBN:

3639176499

Informations détaillées sur le livre - Face Recognition Techniques and Analysis


EAN (ISBN-13): 9783639176490
ISBN (ISBN-10): 3639176499
Version reliée
Livre de poche
Date de parution: 2009
Editeur: VDM Verlag
124 Pages
Poids: 0,202 kg
Langue: eng/Englisch

Livre dans la base de données depuis 02.07.2008 22:11:03
Livre trouvé récemment le 01.09.2016 18:41:41
ISBN/EAN: 3639176499

ISBN - Autres types d'écriture:
3-639-17649-9, 978-3-639-17649-0

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