Image statistics in visual computing
Pouli, Tania.
creator
Reinhard, Erik.
Cunningham, Douglas W.
text
bibliography
flu
Boca Raton
CRC Press
c2014
2014
monographic
eng
xviii, 354 p. : ill. (some color) ; 24 cm.
"The statistics of natural images have attracted the attention of researchers in a variety of fields as a means to better understand the human visual system and its processes. A number of algorithms in computer graphics and vision and image processing take advantage of such statistical findings to create visually more plausible results. This book explores the state of the art in image statistics and discusses existing and potential applications within computer graphics and related areas"--
I BACKGROUND
1. Introduction
2. The Human Visual System
3. Image Collection and Calibration
II. IMAGE STATISTICS
4. First Order Statistics
5. Gradients, Edges, and Contrast
6. Fourier Analysis
7. Dimensionality Reduction
8. Wavelet Analysis
9. Markov Random Fields
III. BEYOND TWO DIMENSIONS
10. Color T
11. Depth Statistics
12. Time and Motion
A: Basic Definitions
Bibliography
Index.
Tania Pouli, Douglas Cunningham and Erik Reinhard.
"An A K Peters book."
Includes bibliographical references (pages 287-339) and index.
Computer vision
Mathematics
Computer graphics
Visual perception
COMPUTERS / Computer Graphics
MATHEMATICS / Probability & Statistics / General
P874 006.37
9781568817255 (hardback : alk. paper)
ISI Library
130708
20150428170733.0
135745