This fully revised and updated second edition presents 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 MATLABÒ 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. This fully revised new edition updates : -…mehr
This fully revised and updated second edition presents 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 MATLABÒ 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.
This fully revised new edition updates :
- the introduction to MATLAB programs and functions as well as the Graphically displaying results for 2D displays
- Calibration fundamentals for Discrete Time Signals and Sampling in Deterministic signals
Gérard Blanchet is Professor at Ecole Nationale Supérieure des Télécommunications, Paris, France. In addition to his research, teaching and consulting activities, he is the author of several books on automatic control systems, digital signal processing and computer architecture. He also develops tools and methodologies to improve knowledge acquisition in various fields. Maurice Charbit, Professor at Ecole Nationale Supérieure des Télécommunications, Paris, France, teaches several courses in signal processing and digital communications. His research interests include statistics, speech and image processing.
Inhaltsangabe
Foreword 11 Notations and Abbreviations 15 Introduction to MATLAB 19 1 Variables and contstants 22 2 Operations and functions 29 3 Programming structures 37 4 Graphically displaying results 39 5 Converting numbers to character strings 47 6 Input/output 47 7 Program writing 48 Part I Deterministic Signals 53 Chapter 1 Signal Fundamentals 55 Chapter 2 Discrete Time signals and Sampling 65 Chapter 3 Spectral Observation 95 Chapter 4 Linear Filters 115 Chapter 5 An Introduction to Image Processing 175 Part II Random Signals 241 Chapter 6 Random Variables 243 Chapter 7 Random Processes 271 Chapter 8 Spectra Estimation 313 Chapter 9 The Least Squares Method 349 Part III Appendices 397 Chapter 10 Hints and Solutions 399 Chaprter 11 Appendix 479 Bibliography 485 Index 489
Foreword 11 Notations and Abbreviations 15 Introduction to MATLAB 19 1 Variables and contstants 22 2 Operations and functions 29 3 Programming structures 37 4 Graphically displaying results 39 5 Converting numbers to character strings 47 6 Input/output 47 7 Program writing 48 Part I Deterministic Signals 53 Chapter 1 Signal Fundamentals 55 Chapter 2 Discrete Time signals and Sampling 65 Chapter 3 Spectral Observation 95 Chapter 4 Linear Filters 115 Chapter 5 An Introduction to Image Processing 175 Part II Random Signals 241 Chapter 6 Random Variables 243 Chapter 7 Random Processes 271 Chapter 8 Spectra Estimation 313 Chapter 9 The Least Squares Method 349 Part III Appendices 397 Chapter 10 Hints and Solutions 399 Chaprter 11 Appendix 479 Bibliography 485 Index 489
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