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Digital Signal and Image Processing using MATLAB®

Gérard Blanchet, Ecole Nationale Supérieure des Télécommunications, Paris, France Maurice Charbit, Ecole Nationale Supérieure des Télécommunications, Paris, France

ISBN: 9781905209132

Publication Date: May 2006   Hardback   768 pp.

230.00 USD


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Description

This title provides the most important theoretical aspects of Image and Signal Processing (ISP) for both deterministic and random signals. The theory is supported by exercises and computer simulations relating to real applications. More than 200 programs and functions are provided in the MATLAB® language, with useful comments and guidance, to enable numerical experiments to be carried out, thus allowing readers to develop a deeper understanding of both the theoretical and practical aspects of this subject.

Contents

Introduction to MATLAB® .
Part I: Deterministic Signals
1. Signal Fundamentals.
2. Discrete Time Signals and Sampling.
3. Spectral Observation.
4. Linear Filters.
5. Filter Implementation.
6. An Introduction to Image Processing.
Part II: Random Signals
7. Random Variables.
8. Random Processes.
9. Continuous Spectra Estimation.
10. Discrete Spectra Estimation.
11. The Least Squares Method.
12. Selected Topics.
Part III: Hints and Solutions
13. Hints and Solutions.
14. Appendix.

About the Authors

Gérard Blanchet is the author of several books on automatic control system, digital signal processing and computer architecture. He also develops tools and methodologies to improve knowledge acquisition in various fields.
Maurice Charbit teaches several courses in signal processing and digital communications. His research interests include statistics, speech and image processing.

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