Image statistics in visual computing / Tania Pouli, Erik Reinhard and Douglas Cunningham.
Material type:
- 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 |
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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