Digital Signal and Image Processing using MATLAB Volume 2 Advances and Applications The Deterministic Case 2nd edition by Gérard Blanchet, Maurice Charbit ISBN 1118999614 9781118999615
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ISBN 10: 1118999614
ISBN 13: 9781118999615
Author: Gérard Blanchet, Maurice Charbit
The most important theoretical aspects of Image and Signal Processing (ISP) for both deterministic and random signals, the theory being 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. Following on from the first volume, this second installation takes a more practical stance, providing readers with the applications of ISP.
Digital Signal and Image Processing using MATLAB Volume 2 Advances and Applications The Deterministic Case 2nd Table of contents:
Chapter 1: Recap on Digital Signal Processing
1.1 The sampling theorem
1.2 Spectral contents
1.3 Case of random signals
1.4 Example of the Dual Tone Multi-Frequency (DTMF)
Chapter 2: Additional Information About Filtering
2.1 Filter implementation
2.2 Filter banks
2.3 Ripple control
Chapter 3: Image Processing
3.1 A little geometry
3.2 Pyramidal decompositions
Chapter 4: Numerical Calculus and Simulation
4.1 Simulation of continuous-time systems
4.2 Solving of ordinary differential equations (ODEs)
4.3 Systems of equations and zero-seeking
4.4 Interpolation
4.5 Solving of linear systems
Chapter 5: Speech Processing
5.1 A speech signal model
5.2 Dynamic Time Warping
5.3 Modifying the duration of an audio signal
5.4 Eliminating the impulse noise
Chapter 6: Selected Topics
6.1 Tracking the cardiac rhythm of the fetus
6.2 Extracting the contour of a coin
6.3 Constrained optimization and Lagrange multipliers
6.4 Principal Component Analysis (PCA)
6.5 GPS positioning
6.6 The Viterbi algorithm
Chapter 7: Hints and Solutions
H1 Reminders on digital signal-processing
H2 Additional information on filtering
H3 Image Processing
H4 Numerical calculus
H5 Speech processing
H6 Selected topics
Chapter 8: Appendix
A1 A few properties of a matrix
A2 A few relations for matrices
Bibliography
Index
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Tags: Gérard Blanchet, Maurice Charbit, Digital Signal, The Deterministic