ISTE Publishing Company, 2006. — 764 p.
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.
Introduction to MatLAB
Deterministic SignalsSignal Fundamentals
Discrete Time Signals and Sampling
Spectral Observation
Linear Filters
Filter Implementation
An Introduction to Image Processing
Random SignalsRandom Variables
Random Processes
Continuous Spectra Estimation
Discrete Spectra Estimation
The Least Squares Method
Selected Topics
Hints and SolutionsHints and Solutions
Appendix