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Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. (Computational Imaging and Vision, 39) - Hardcover
Synopsis
Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. In very simple terms, “natural images” are photographs of the typical environment where we live. In this book, their statistical structure is described using a number of statistical models whose parameters are estimated from image samples. Our main motivation for exploring natural image statistics is computational m-...
From the Back Cover
One of the most successful frameworks in computational neuroscience is modelling visual processing using the statistical structure of natural images. In this framework, the visual system of the brain constructs a model of the statistical regularities of the incoming visual data. This enables the visual system to perform efficient probabilistic inference. The same framework is also very useful in engineering applications such as image processing and...
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“The authors did a wonderful job of introducing the field of natural image statistics, comprehensively. The book provides the underlying fundamental mathematics ... accessible to a wide audience. ... provides exercises and computer assignments at the end of the chapters. ... the advanced topics are treated in a similar manner to basic theory, makes the book suitable to be used as a textbook for advanced students and..."About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2009
- ISBN 10 1848824904
- ISBN 13 9781848824904
- BindingHardcover
- LanguageEnglish
- Number of pages467
- Rating
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Natural Image Statistics : A probablistic approach to early computational vision. Aapo Hyvärinen ; Jarmo Hurri ; Patrick O. Hoyer / Computational Imaging and Vision ; 39
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Guildford, Surrey : Springer-Verlag London Ltd.,, 2009
ISBN 10: 1848824904
ISBN 13: 9781848824904
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Opd. 1. Aufl. XIX, 467 S. : 167 schw.-w. Ill., 7 farb. Ill., 73 schw.-w. Fotos, 7 farb. Fotos, 94 schw.-w. graph. Darst. ; 235 mm x 155 mm Sprache: Englisch Gewicht in Gramm: 788. Seller Inventory # 118396
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Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. (Computational Imaging and Vision, 39)
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Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. (Computational Imaging and Vision, 39)
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Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. (Computational Imaging and Vision, 39)
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Natural Image Statistics : A Probabilistic Approach to Early Computational Vision.
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Condition: Sehr gut. Zustand: Sehr gut - Neubindung, 2009, leichte Kratzer | Seiten: 472 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 5169225/12
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Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. (Computational Imaging and Vision, 39)
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Natural Image Statistics
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Very first book on this topicAccessible to a wide audience from different disciplinesTopic is very timely and of increasing importanceAims and Scope This book is both an introductory textbook and a research monograph on modeling the. Seller Inventory # 4287034
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Natural Image Statistics (Hardcover)
Published by
Springer London Ltd, England, 2009
ISBN 10: 1848824904
ISBN 13: 9781848824904
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Hardcover. Condition: new. Hardcover. Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. In very simple terms, natural images are photographs of the typical environment where we live. In this book, their statistical structure is described using a number of statistical models whose parameters are estimated from image samples. Our main motivation for exploring natural image statistics is computational m- eling of biological visual systems. A theoretical framework which is gaining more and more support considers the properties of the visual system to be re?ections of the statistical structure of natural images because of evolutionary adaptation processes. Another motivation for natural image statistics research is in computer science and engineering, where it helps in development of better image processing and computer vision methods. While research on natural image statistics has been growing rapidly since the mid-1990s, no attempt has been made to cover the ?eld in a single book, providing a uni?ed view of the different models and approaches. This book attempts to do just that. Furthermore, our aim is to provide an accessible introduction to the ?eld for students in related disciplines. Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. Another motivation for natural image statistics research is in computer science and engineering, where it helps in development of better image processing and computer vision methods. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781848824904
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Natural Image Statistics
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Springer London Jun 2009, 2009
ISBN 10: 1848824904
ISBN 13: 9781848824904
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. In very simple terms, 'natural images' are photographs of the typical environment where we live. In this book, their statistical structure is described using a number of statistical models whose parameters are estimated from image samples. Our main motivation for exploring natural image statistics is computational m- eling of biological visual systems. A theoretical framework which is gaining more and more support considers the properties of the visual system to be re ections of the statistical structure of natural images because of evolutionary adaptation processes. Another motivation for natural image statistics research is in computer science and engineering, where it helps in development of better image processing and computer vision methods. While research on natural image statistics has been growing rapidly since the mid-1990s, no attempt has been made to cover the eld in a single book, providing a uni ed view of the different models and approaches. This book attempts to do just that. Furthermore, our aim is to provide an accessible introduction to the eld for students in related disciplines. 472 pp. Englisch. Seller Inventory # 9781848824904
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Natural Image Statistics : A Probabilistic Approach to Early Computational Vision.
Published by
Springer London, Springer London, 2009
ISBN 10: 1848824904
ISBN 13: 9781848824904
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Seller: AHA-BUCH GmbH, Einbeck, Germany
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. In very simple terms, 'natural images' are photographs of the typical environment where we live. In this book, their statistical structure is described using a number of statistical models whose parameters are estimated from image samples. Our main motivation for exploring natural image statistics is computational m- eling of biological visual systems. A theoretical framework which is gaining more and more support considers the properties of the visual system to be re ections of the statistical structure of natural images because of evolutionary adaptation processes. Another motivation for natural image statistics research is in computer science and engineering, where it helps in development of better image processing and computer vision methods. While research on natural image statistics has been growing rapidly since the mid-1990s, no attempt has been made to cover the eld in a single book, providing a uni ed view of the different models and approaches. This book attempts to do just that. Furthermore, our aim is to provide an accessible introduction to the eld for students in related disciplines. Seller Inventory # 9781848824904
Quantity: 1 available