Logo

Natural Image Statistics by Aapo Hyvarinen, Jarmo Hurri, Patrik O. Hoyer

Large book cover: Natural Image Statistics

Natural Image Statistics
by

Publisher: Springer
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.

Home page url

Download or read it online for free here:
Download link
(9MB, PDF)

Similar books

Book cover: Recent Advances in Face RecognitionRecent Advances in Face Recognition
by - 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)
Book cover: Notes on Elementary Spectral Graph TheoryNotes on Elementary Spectral Graph Theory
by - 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)
Book cover: Machine Vision: Automated Visual Inspection and Robot VisionMachine Vision: Automated Visual Inspection and Robot Vision
by - 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)
Book cover: Anisotropic Diffusion in Image ProcessingAnisotropic Diffusion in Image Processing
by - 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)