Image statistics in visual computing / Tania Pouli, Douglas Cunningham and Erik Reinhard.
Material type:
TextPublication details: Boca Raton : CRC Press, c2014.Description: xviii, 354 p. : ill. (some color) ; 24 cmISBN: - 9781568817255 (hardback : alk. paper)
- 23 P874 006.37
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 006.37 P874 (Browse shelf(Opens below)) | Available | 135745 |
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| 006.37 N733 Filtering,segmentation and depth | 006.37 P625 Texture analysis in machine vision | 006.37 P625 Computer vision using local binary patterns | 006.37 P874 Image statistics in visual computing / | 006.37 Q1 Image processing and jump regression analysis | 006.37 R378 Recognizing planar objects using inveriant image features | 006.37 R614 Handbook of computer vision algorithms in image algebra |
"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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