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Natural Image Statistics: A Probabilistic Approach to Early Computational Vision.
Hyvarinen, Aapo; Hurri, Jarmo; Hoyer, Patrick O.
€ 214.69
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Description for Natural Image Statistics: A Probabilistic Approach to Early Computational Vision.
paperback. This is the first comprehensive introduction to the multidisciplinary field of natural image statistics. It offers a clear overview of all the basic theory plus the most recent developments and research, and it includes exercises and computer assignments. Series: Computational Imaging and Vision. Num Pages: 467 pages, biography. BIC Classification: PSAN; TTBM; UYQV. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 24. Weight in Grams: 654.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2010
Publisher
Springer United Kingdom
Number of pages
467
Condition
New
Series
Computational Imaging and Vision
Number of Pages
448
Place of Publication
England, United Kingdom
ISBN
9781849968447
SKU
V9781849968447
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Natural Image Statistics: A Probabilistic Approach to Early Computational Vision.
From the reviews: “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 ... Read more