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borderland which separates the known from the unknown”

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Image statistics in visual computing / Tania Pouli, Douglas Cunningham and Erik Reinhard.

By: Pouli, Tania.
Contributor(s): Reinhard, Erik | Cunningham, Douglas W.
Material type: materialTypeLabelBookPublisher: Boca Raton : CRC Press, c2014Description: xviii, 354 p. : ill. (some color) ; 24 cm.ISBN: 9781568817255 (hardback : alk. paper).Subject(s): Computer vision -- Mathematics | Computer graphics | Visual perception | COMPUTERS / Computer Graphics | MATHEMATICS / Probability & Statistics / GeneralDDC classification: 006.37
Contents:
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.
Summary: "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"--
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Item type Current location Call number Status Date due Barcode Item holds
Books Books ISI Library, Kolkata
 
006.37 P874 (Browse shelf) Available 135745
Total holds: 0

"An A K Peters book."

Includes bibliographical references (pages 287-339) and index.

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.

"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"--

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