Digital signal and image processing using MATLAB®. Volume 2, : advances and applications : the deterministic case / Gérard Blanchet, Maurice Charbit.

Format:

Book

Author/Creator:

Blanchet, Gerard, author.

Charbit, Maurice, author.

Series:

Digital signal and image processing series.

Digital Signal and Image Processing Series

Language:

English

Subjects (All):

MATLAB.

Signal processing--Digital techniques--Data processing.

Signal processing.

Physical Description:

1 online resource (266 p.)

Edition:

2nd ed.

Place of Publication:

London, [England] ; Hoboken, New Jersey : ISTE : Wiley, 2015.

Language Note:

English

Summary:

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.

Contents:

""Contents""; ""Title Page""; ""Copyright""; ""Foreword""; ""Notations and Abbreviations""; ""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""

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on online resource; title from PDF title page (ebrary, viewed November 5, 2015).

ISBN:

9781118999615

1118999614

9781118999592

1118999592