Image Statistics in Visual Computing
1st Edition
Published on 13. December 2013
372 pages
978-1-040-05765-0 (ISBN)
Description
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 regular
Reviews / Votes
"This book is a survey of natural image statistics used in these days. It is presented in an accessible fashion full of color images. It contains more than 800 reference entries. So, it is a good starting point for all those who want to easily familiarize with the theory of the presented field. This book is good for computer scientists who want to start their research in digital imaging and for engineers who want to apply the described methods in practice."-Agnieszka Lisowska (Sosnowiec), in Zentralblatt MATH 1295
More details
Edition
1. Auflage
Language
English
Place of publication
Florida
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
ISBN-13
978-1-040-05765-0 (9781040057650)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Tania Pouli | Erik Reinhard | Douglas W. Cunningham
Image Statistics in Visual Computing
Book
12/2013
1st Edition
A K Peters
€200.56
Shipment within 3-4 weeks
Persons
Tania Pouli, Erik Reinhard, Douglas W. Cunningham
Content
BACKGROUND: Introduction. The Human Visual System. Image Collection and Calibration. IMAGE STATISTICS: First Order Statistics. Gradients, Edges, and Contrast. Fourier Analysis. Dimensionality Reduction. Wavelet Analysis. Markov Random Fields. BEYOND TWO DIMENSIONS: Color. Depth Statistics. Time and Motion. Appendix. Bibliography.
