Processing of Multidimensional Signals / Edition 1

Processing of Multidimensional Signals / Edition 1

by Alexandre Smirnov
     
 

ISBN-10: 3540654496

ISBN-13: 9783540654490

Pub. Date: 04/14/1999

Publisher: Springer Berlin Heidelberg

Multidimensional or spatio-temporal signals are important in image processing and television. This book presents the mathematical methods for processing multidimensional signals. It describes applications in system analysis, measurement and optimization and signal restoration, with varying examples of applications.

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Overview

Multidimensional or spatio-temporal signals are important in image processing and television. This book presents the mathematical methods for processing multidimensional signals. It describes applications in system analysis, measurement and optimization and signal restoration, with varying examples of applications.

Product Details

ISBN-13:
9783540654490
Publisher:
Springer Berlin Heidelberg
Publication date:
04/14/1999
Series:
Digital Signal Processing Series
Edition description:
1999
Pages:
271
Product dimensions:
6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

Introduction1
1Analog, Discrete and Digital Signals13
1.1Primary Analog Signal and Its Harmonic Spectrum13
1.2Images and Temporal Signals28
1.3Discrete and Digital Signals39
1.4Digital Signals in Computers50
1.5Accuracy of Mathematical Models of Signals58
2Spatio-Temporal Filtration63
2.1Deterministic and Stochastic Component of Signal Transformation63
2.2Linear Filters76
2.3Non-linear Filters86
2.4Spatio-temporal Noises92
2.5Digital Filtration98
2.6Signal Restoration116
2.7Accuracy of Mathematical Models of Signal Transformations122
3Discretization and Scanning125
3.1Signal Transmission and Signal Storage125
3.2Discretization and Distortions of Discrete Signals134
3.3Scanning for Reading and Writing141
3.4Trajectories of Two-Dimensional Scanning153
3.5System of Alive Image Transmission163
4Imaging System Quality Assessment171
4.1Philosophy of Quality Assessment171
4.2Measures of Quality179
4.3Criteria of Quality185
4.4Optical Imaging System Optimization192
4.5Spatial Resolution and Resolving Power199
4.6Accuracy of System Optimization210
5Modulated Signals213
5.1Modulation and Demodulation of Signals213
5.2Polychromatic Modulated Signals221
5.3Amplitude, Frequency, Phase and Polarization Modulation229
5.4Pulse Modulation237
5.5Concluding Remarks243
App. AOn Fundamental Notions of Probability Theory253
App. BOn Applications of computers in Visual Art257
References267
Index269

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