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Library,Documentation and Information Science Division

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borderland which separates the known from the unknown”

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

By: Contributor(s): Material type: TextTextPublication details: Boca Raton : CRC Press, c2014.Description: xviii, 354 p. : illustrations (some color) ; 24 cmISBN:
  • 9781568817255 (hardback : alk. paper)
Subject(s): DDC classification:
  • 000SB:006.37 23 P874
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-- 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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SB:006.37 P874 (Browse shelf(Opens below)) Available 135940
Total holds: 0

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--
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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