Natural Image Statistics
by Aapo Hyvarinen, Jarmo Hurri, Patrik O. Hoyer
Publisher: Springer 2009
ISBN/ASIN: 1848824904
ISBN-13: 9781848824904
Number of pages: 487
Description:
This book is both an introductory textbook and a research monograph on modelling 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.
Download or read it online for free here:
Download link
(9MB, PDF)
Similar books
Recent Advances in Face Recognitionby Kresimir Delac, Mislav Grgic, Marian Stewart Bartlett - IN-TECH
The main ideas in the area of face recognition are security applications and human-computer interaction. The goal of this book is to provide the reader with the most up to date research performed in automatic face recognition.
(5734 views)
Notes on Elementary Spectral Graph Theoryby Jean Gallier - arXiv
These are notes on the method of normalized graph cuts and its applications to graph clustering. I provide a thorough treatment of this deeply original method, including complete proofs. The main thrust of this paper is the method of normalized cuts.
(4191 views)
Machine Vision: Automated Visual Inspection and Robot Visionby David Vernon - Prentice Hall
This book is a comprehensive introduction to machine vision, it will allow the reader to quickly comprehend the essentials of this topic. Emphasis is on a range of the tools and techniques for image acquisition, processing, and analysis.
(10106 views)
Anisotropic Diffusion in Image Processingby Joachim Weickert - Teubner
Many recent techniques for digital image enhancement and multiscale image representations are based on nonlinear PDEs. This book gives an introduction to the main ideas behind these methods, and it describes in a systematic way their foundations.
(8662 views)