Book 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.
Table of contents
 Coverpage
 Titlepage
 Copyright
 Dedication
 Contents
 Preface
 Notations and Abbreviations
 Introduction to MATLAB

Part I 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 II 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
 12.1 Simulation of continuoustime systems
 12.2 Dual Tone MultiFrequency (DTMF)
 12.3 Speech processing
 12.4 DTW
 12.5 Modifying the duration of an audio signal
 12.6 Quantization noise shaping
 12.7 Elimination of the background noise in audio
 12.8 Eliminating the impulse noise
 12.9 Tracking the cardiac rhythm of the fetus
 12.10 Extracting the contour of a coin
 12.11 Principal component analysis (PCA)
 12.12 Separating an instantaneous mixture
 12.13 Matched filters in radar telemetry
 12.14 Kalman filtering
 12.15 Compression
 12.16 Digital communications
 12.17 Linear equalization and the Viterbi algorithm

Part III Hints and Solutions

Chapter 13 Hints and Solutions
 H1 Signal fundamentals
 H2 Discrete time signals and sampling
 H3 Spectral observation
 H4 Linear filters
 H5 Filter implementation
 H6 An Introduction to image processing
 H7 Random variables
 H8 Random processes
 H9 Continuous spectra estimation
 H10 Discrete spectra estimation
 H11 The least squares method
 H12 Selected topics
 Chapter 14 Appendix

Chapter 13 Hints and Solutions
 Bibliography
 Index
Product information
 Title: Digital Signal and Image Processing Using MATLAB
 Author(s):
 Release date: May 2006
 Publisher(s): Wiley
 ISBN: 9781905209132
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