Natural Image Statistics: A Probabilistic Approach to Early Computational Vision by Aapo Hyvärinen
English | 5 Jun. 2009 | ISBN: 1848824904 | 450 Pages | PDF | 6 MB
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.