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Information Theory in Computer Vision and Pattern Recognition - Francisco Escolano Ruiz#Pablo Suau Pérez#Boyán Ivanov Bonev
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Francisco Escolano Ruiz#Pablo Suau Pérez#Boyán Ivanov Bonev:

Information Theory in Computer Vision and Pattern Recognition - neues Buch

2009, ISBN: 9781848822979

ID: 689057361

Information theory has proved to be effective for solving many computer vision and pattern recognition (CVPR) problems (such as image matching, clustering and segmentation, saliency detection, feature selection, optimal classifier design and many others). Nowadays, researchers are widely bringing information theory elements to the CVPR arena. Among these elements there are measures (entropy, mutual information), principles (maximum entropy, minimax entropy) and theories (rate distortion theory, method of types).This book explores and introduces the latter elements through an incremental complexity approach at the same time where CVPR problems are formulated and the most representative algorithms are presented. Interesting connections between information theory principles when applied to different problems are highlighted, seeking a comprehensive research roadmap. The result is a novel tool both for CVPR and machine learning researchers, and contributes to a cross-fertilization of both areas. This book provides comprehensive coverage of information theory elements implied in modern CVPR algorithms. It introduces information theory to researchers in CVPR, and additionally introduces interesting CVPR problems to information theorists. eBooks > Fremdsprachige eBooks > Englische eBooks > Sach- & Fachthemen > Informatik PDF 14.07.2009 eBook, Springer London, .200

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Information Theory in Computer Vision and Pattern Recognition - Francisco Escolano Ruiz#Pablo Suau Pérez#Boyán Ivanov Bonev
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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Francisco Escolano Ruiz#Pablo Suau Pérez#Boyán Ivanov Bonev:

Information Theory in Computer Vision and Pattern Recognition - neues Buch

2009, ISBN: 9781848822979

ID: 689057361

Information theory has proved to be effective for solving many computer vision and pattern recognition (CVPR) problems (such as image matching, clustering and segmentation, saliency detection, feature selection, optimal classifier design and many others). Nowadays, researchers are widely bringing information theory elements to the CVPR arena. Among these elements there are measures (entropy, mutual information), principles (maximum entropy, minimax entropy) and theories (rate distortion theory, method of types).This book explores and introduces the latter elements through an incremental complexity approach at the same time where CVPR problems are formulated and the most representative algorithms are presented. Interesting connections between information theory principles when applied to different problems are highlighted, seeking a comprehensive research roadmap. The result is a novel tool both for CVPR and machine learning researchers, and contributes to a cross-fertilization of both areas. This book provides comprehensive coverage of information theory elements implied in modern CVPR algorithms. It introduces information theory to researchers in CVPR, and additionally introduces interesting CVPR problems to information theorists. eBooks > Fremdsprachige eBooks > Englische eBooks > Sach- & Fachthemen > Informatik PDF 14.07.2009, Springer London, .200

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No. 24525704 Versandkosten:zzgl. Versandkosten
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Information Theory in Computer Vision and Pattern Recognition - Francisco Escolano Ruiz
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Francisco Escolano Ruiz:
Information Theory in Computer Vision and Pattern Recognition - neues Buch

ISBN: 9781848822979

ID: 9781848822979

Information theory has proved to be effective for solving many computer vision and pattern recognition (CVPR) problems (such as image matching, clustering and segmentation, saliency detection, feature selection, optimal classifier design and many others). Nowadays, researchers are widely bringing information theory elements to the CVPR arena. Among these elements there are measures (entropy, mutual information...), principles (maximum entropy, minimax entropy...) and theories (rate distortion theory, method of types...). Information Theory in Computer Vision and Pattern Recognition: Information theory has proved to be effective for solving many computer vision and pattern recognition (CVPR) problems (such as image matching, clustering and segmentation, saliency detection, feature selection, optimal classifier design and many others). Nowadays, researchers are widely bringing information theory elements to the CVPR arena. Among these elements there are measures (entropy, mutual information...), principles (maximum entropy, minimax entropy...) and theories (rate distortion theory, method of types...). Computer Vision Image segmentation Information Pattern Recognition algorithms entropy information theory B Probability and Statistics in Computer Science Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Pattern Reco, Springer London

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Information Theory in Computer Vision and Pattern Recognition - Francisco Escolano Ruiz, Pablo Suau Pérez, Boyán Ivanov Bonev
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2009, ISBN: 9781848822979

ID: 712682129

Information Theory in Computer Vision and Pattern Recognition:2009. Auflage Francisco Escolano Ruiz, Pablo Suau Pérez, Boyán Ivanov Bonev Information Theory in Computer Vision and Pattern Recognition:2009. Auflage Francisco Escolano Ruiz, Pablo Suau Pérez, Boyán Ivanov Bonev eBooks > Sachthemen & Ratgeber > Computer & Internet, Springer London

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Information Theory in Computer Vision and Pattern Recognition - Erstausgabe

2009, ISBN: 9781848822979

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Details zum Buch
Information Theory in Computer Vision and Pattern Recognition
Autor:

Bonev, Boyán;Escolano, Francisco;Suau, Pablo

Titel:

Information Theory in Computer Vision and Pattern Recognition

ISBN-Nummer:

1848822979

Detailangaben zum Buch - Information Theory in Computer Vision and Pattern Recognition


EAN (ISBN-13): 9781848822979
ISBN (ISBN-10): 1848822979
Erscheinungsjahr: 2009
Herausgeber: Springer London
394 Seiten
Sprache: eng/Englisch

Buch in der Datenbank seit 26.03.2010 15:45:47
Buch zuletzt gefunden am 07.02.2017 12:55:24
ISBN/EAN: 1848822979

ISBN - alternative Schreibweisen:
1-84882-297-9, 978-1-84882-297-9

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