Image Statistics in Visual Computing

Image Statistics in Visual Computing
Author :
Publisher : CRC Press
Total Pages : 374
Release :
ISBN-10 : 9781568817255
ISBN-13 : 1568817258
Rating : 4/5 (258 Downloads)

Book Synopsis Image Statistics in Visual Computing by : Tania Pouli

Download or read book Image Statistics in Visual Computing written by Tania Pouli and published by CRC Press. This book was released on 2013-12-13 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: To achieve the complex task of interpreting what we see, our brains rely on statistical regularities and patterns in visual data. Knowledge of these regularities can also be considerably useful in visual computing disciplines, such as computer vision, computer graphics, and image processing. The field of natural image statistics studies the regularities to exploit their potential and better understand human vision. With numerous color figures throughout, Image Statistics in Visual Computing covers all aspects of natural image statistics, from data collection to analysis to applications in computer graphics, computational photography, image processing, and art. The authors keep the material accessible, providing mathematical definitions where appropriate to help readers understand the transforms that highlight statistical regularities present in images. The book also describes patterns that arise once the images are transformed and gives examples of applications that have successfully used statistical regularities. Numerous references enable readers to easily look up more information about a specific concept or application. A supporting website also offers additional information, including descriptions of various image databases suitable for statistics. Collecting state-of-the-art, interdisciplinary knowledge in one source, this book explores the relation of natural image statistics to human vision and shows how natural image statistics can be applied to visual computing. It encourages readers in both academic and industrial settings to develop novel insights and applications in all disciplines that relate to visual computing.


Image Statistics in Visual Computing Related Books

Image Statistics in Visual Computing
Language: en
Pages: 374
Authors: Tania Pouli
Categories: Computers
Type: BOOK - Published: 2013-12-13 - Publisher: CRC Press

GET EBOOK

To achieve the complex task of interpreting what we see, our brains rely on statistical regularities and patterns in visual data. Knowledge of these regularitie
Natural Image Statistics
Language: en
Pages: 0
Authors: Aapo Hyvärinen
Categories: Medical
Type: BOOK - Published: 2010-10-22 - Publisher: Springer

GET EBOOK

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
Advances in Visual Computing
Language: en
Pages: 1245
Authors: Richard Boyle
Categories: Computers
Type: BOOK - Published: 2008-12-03 - Publisher: Springer

GET EBOOK

It is with greatpleasure that we present the proceedings of the 4th International Symposium on Visual Computing (ISVC 2008) in Las Vegas, Nevada. ISVC o?ers a c
Computer Vision
Language: en
Pages: 599
Authors: Simon J. D. Prince
Categories: Computers
Type: BOOK - Published: 2012-06-18 - Publisher: Cambridge University Press

GET EBOOK

This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to lea
Feature Extraction and Image Processing for Computer Vision
Language: en
Pages: 629
Authors: Mark Nixon
Categories: Computers
Type: BOOK - Published: 2012-12-18 - Publisher: Academic Press

GET EBOOK

Feature Extraction and Image Processing for Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with