Digital Signal and Image Processing using Matlab® – 2nd edition
Volume 1 – Fundamentals
Publication Date: June 2014 Hardback 512 pp.
Volume 1 of the second edition of the fully revised and updated Digital Signal and Image Processing using MATLAB® presents 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.
Introduction to MATLAB
Part1. Deterministic Signals
1. Signal Fundamentals.
2. Discrete Time Signals and Sampling.
3. Spectral Observation
4. Linear Filters
5. An Introduction to Image Processing.
Part 2. Random Signals
6. Random Variables.
7. Random Processes
8. Spectra Estimation.
9. The least Squares Method
Part 3. Appendices
10. Hints and Solutions
About the Authors
Gérard Blanchet is Professor at Telecom ParisTech, France. In addition to his research, teaching and consulting activities, he is the author of several books on automatic control systems, digital signal processing and computer architecture. He also develops tools and methodologies to improve knowledge acquisition in various fields.
Maurice Charbit is Professor at Telecom ParisTech, France, where he teaches several courses in signal processing and digital communications. His research interests include statistics, speech and image processing.