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.

Download or read it online for free here:
Read online
(online preview)

Similar books

Book cover: Visual ServoingVisual Servoing
by - InTech
This is a book about how to employ the vision theory in the market conditions for students or researchers who want to realize the technique of machine vision. The book consists of 10 chapters on different fields about vision applications.
(10546 views)
Book cover: Programming Computer Vision with PythonProgramming Computer Vision with Python
by - O'Reilly Media
The idea behind this book is to give an easily accessible entry point to hands-on computer vision with enough understanding of the underlying theory and algorithms to be a foundation for students, researchers and enthusiasts.
(21027 views)
Book cover: Visual ReconstructionVisual Reconstruction
by - The MIT Press
Visual Reconstruction presents a unified and highly original approach to the treatment of continuity in vision. The book introduces two new concepts: the weak continuity constraint and the graduated nonconvexity algorithm.
(9940 views)
Book cover: Active ContoursActive Contours
by - Springer
'Active Contours' is about the computer analysis of moving video images. The authors develop geometric and probabilistic models for shapes and their dynamics. The models are applied to the real-time analysis of shapes in motion.
(12324 views)