| Titre : | Digital Signal and Image Processing using MATLAB Vol. 2 : advances and Applications: the Deterministic Case | | Type de document : | texte imprimé | | Auteurs : | Gérard Blanchet, Auteur ; Maurice Charbit, Auteur | | Editeur : | Great Britain; USA : ISTE/John Wiley and Sons | | Année de publication : | 2015 | | Collection : | Digital Signal and Image Processing Series | | Importance : | 255 p. | | Présentation : | couv. ill. en coul., ill. | | Format : | 24 cm. | | ISBN/ISSN/EAN : | 978-1-84821-641-9 | | Langues : | Français (fre) | | Catégories : | AUTOMATISME
| | Index. décimale : | 25-05 Application du traitement numérique du signal | | Résumé : | Volume 2 of the second edition of the fully revised and updated Digital Signal and Image Processing using MATLAB® is essentially a collection of examples and exercises which also presents applications of digital signal- or image processing, and techniques which were not touched upon in the previous volume. It will be of particular benefit to readers who already possess a good knowledge of MATLAB®, a command of the fundamental elements of digital signal processing and who are familiar with both the fundamentals of continuous-spectrum spectral analysis and who have a certain mathematical knowledge concerning Hilbert spaces.
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. | | Note de contenu : | 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
Index |
Digital Signal and Image Processing using MATLAB Vol. 2 : advances and Applications: the Deterministic Case [texte imprimé] / Gérard Blanchet, Auteur ; Maurice Charbit, Auteur . - Great Britain; USA : ISTE/John Wiley and Sons, 2015 . - 255 p. : couv. ill. en coul., ill. ; 24 cm.. - ( Digital Signal and Image Processing Series) . ISBN : 978-1-84821-641-9 Langues : Français ( fre) | Catégories : | AUTOMATISME
| | Index. décimale : | 25-05 Application du traitement numérique du signal | | Résumé : | Volume 2 of the second edition of the fully revised and updated Digital Signal and Image Processing using MATLAB® is essentially a collection of examples and exercises which also presents applications of digital signal- or image processing, and techniques which were not touched upon in the previous volume. It will be of particular benefit to readers who already possess a good knowledge of MATLAB®, a command of the fundamental elements of digital signal processing and who are familiar with both the fundamentals of continuous-spectrum spectral analysis and who have a certain mathematical knowledge concerning Hilbert spaces.
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. | | Note de contenu : | 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
Index |
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