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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.
Digital Signal and Image Processing Using MATLAB
by Blanchet, G?rard; Charbit, MauriceEdition: 1st
Format: eBook
Pub. Date: 2013-03-07
Publisher(s): Wiley-ISTE
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Summary
Author Biography
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.
Table of Contents
Preface.
Notations and Abbreviations.
Introduction to MATLAB.
Part 1: Deterministic Signals.
Chapter 1. Signal Fundamentals.
Chapter 2. Discrete Time Signals and Sampling.
Chapter 3. Spectral Observation.
Chapter 4. Linear Filters.
Chapter 5. Filter Implementation.
Chapter 6. An Introduction to Image Processing.
Part 2: Random Signals.
Chapter 7. Random Variables.
Chapter 8. Random Processes.
Chapter 9. Continuous Spectra Estimation.
Chapter 10. Discrete Spectra Estimation.
Chapter 11. The Least Squares Method.
Chapter 12. Selected Topics.
Part 3: Hints and Solutions.
Chapter 13. Hints and Solutions.
Chapter 14. Appendix.
Bibliography.
Index.
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