Image statistics in visual computing / Tania Pouli, Erik Reinhard and Douglas Cunningham.
Material type:
TextPublication details: Boca Raton : CRC Press, c2014.Description: xviii, 354 p. : illustrations (some color) ; 24 cmISBN: - 9781568817255 (hardback : alk. paper)
- 000SB:006.37 23 P874
| 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 |
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| 000SB:006.312 M995 Making sense of data I : | 000SB:006.312 P613 Statistical data analytics : | 000SB:006.33 Ag261 Statistical methods for recommender systems / | 000SB:006.37 P874 Image statistics in visual computing / | 000SB:007 H558 Statistics | 000SB:01 C953 Applied general statistics | 000SB:01 C953 Applied general statistics |
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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