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: State of the Art in Face RecognitionState of the Art in Face Recognition
by - IN-TECH
Nearest feature classification for face recognition, subspace methods, a multi-stage classifier for face recognition undertaken by coarse-to-fine strategy, PCA-ANN face recognition system based on photometric normalization techniques, etc.
(6162 views)
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.
(7400 views)
Book cover: Computer Vision: Models, Learning, and InferenceComputer Vision: Models, Learning, and Inference
by - Cambridge University Press
This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use data to learn the relationships between the observed image data and the aspects that we wish to estimate.
(11662 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.
(4520 views)