Signal processing and image processing for acoustical imaging. ([2020])
- Record Type:
- Book
- Title:
- Signal processing and image processing for acoustical imaging. ([2020])
- Main Title:
- Signal processing and image processing for acoustical imaging
- Further Information:
- Note: Woon Siong Gan.
- Authors:
- Gan, Woon Siong
- Contents:
- Intro -- Preface -- Contents -- 1 What is Signal? -- 1.1 Introduction -- 1.2 Forms of Signals -- 1.3 Information Theory -- References -- 2 Fourier Series -- 2.1 Fourier Analysis -- 2.2 Harmonic Analysis -- 2.3 Properties of the Fourier Series -- 2.4 Fourier Coefficients -- 2.5 The Trigonometric Series and the Exponential Series are Equivalent -- Reference -- 3 Fourier Transform -- 3.1 The Representation of the Fourier Transform -- 3.2 The Definition of Fourier Transform -- References -- 4 Discrete Fourier Transform -- Reference -- 5 Fast Fourier Transform 5.1 Introduction to Fast Fourier Transform -- 5.2 The Definition of Fast Fourier Transform -- 5.3 Fast Fourier Transform Algorithms -- References -- 6 Convolution, Correlation, and Power Spectral Density -- 6.1 Introduction to Convolution -- 6.2 Definition of Convolution -- 6.3 Applications of Convolution -- 6.4 Correlation Function -- 6.5 Autocorrelation -- 6.5.1 Autocorrelation of Continuous Time Signal -- 6.5.2 Symmetry Property of the Autocorrelation Function -- 6.5.3 Applications of Autocorrelation -- 6.6 Cross Correlation -- 6.6.1 Some Properties of Cross Correlation 6.7 Power Spectral Density -- 6.7.1 Applications of Power Spectral Density -- Reference -- 7 Wiener Filter and Kalman Filter -- 7.1 Introduction -- 7.2 Principle of the Wiener Filter -- 7.3 Applications -- 7.4 Kalman Filter-Introduction -- 7.5 The Algorithm of the Kalman Filter -- References -- 8 Higher Order Statistics -- 8.1 Introduction -- Reference --Intro -- Preface -- Contents -- 1 What is Signal? -- 1.1 Introduction -- 1.2 Forms of Signals -- 1.3 Information Theory -- References -- 2 Fourier Series -- 2.1 Fourier Analysis -- 2.2 Harmonic Analysis -- 2.3 Properties of the Fourier Series -- 2.4 Fourier Coefficients -- 2.5 The Trigonometric Series and the Exponential Series are Equivalent -- Reference -- 3 Fourier Transform -- 3.1 The Representation of the Fourier Transform -- 3.2 The Definition of Fourier Transform -- References -- 4 Discrete Fourier Transform -- Reference -- 5 Fast Fourier Transform 5.1 Introduction to Fast Fourier Transform -- 5.2 The Definition of Fast Fourier Transform -- 5.3 Fast Fourier Transform Algorithms -- References -- 6 Convolution, Correlation, and Power Spectral Density -- 6.1 Introduction to Convolution -- 6.2 Definition of Convolution -- 6.3 Applications of Convolution -- 6.4 Correlation Function -- 6.5 Autocorrelation -- 6.5.1 Autocorrelation of Continuous Time Signal -- 6.5.2 Symmetry Property of the Autocorrelation Function -- 6.5.3 Applications of Autocorrelation -- 6.6 Cross Correlation -- 6.6.1 Some Properties of Cross Correlation 6.7 Power Spectral Density -- 6.7.1 Applications of Power Spectral Density -- Reference -- 7 Wiener Filter and Kalman Filter -- 7.1 Introduction -- 7.2 Principle of the Wiener Filter -- 7.3 Applications -- 7.4 Kalman Filter-Introduction -- 7.5 The Algorithm of the Kalman Filter -- References -- 8 Higher Order Statistics -- 8.1 Introduction -- Reference -- 9 Digital Signal Processing -- 9.1 Introduction -- 9.2 Signal Sampling -- 9.3 Domains of Digital Signal Processing -- 9.3.1 Time Domain -- 9.3.2 Frequency Domain -- 9.4 Useful Tools in Digital Signal Processing -- 9.4.1 Wavelet Transform 9.4.2 Z-Transform -- 9.5 The Implementation of Digital Signal Processing -- 9.6 Applications of Digital Signal Processing -- 9.7 Digital Signal Processor -- 9.7.1 Architecture of a Digital Signal Processor -- Reference -- 10 Digital Image Processing -- 10.1 Background -- 10.2 Scope of Work -- 10.3 Some Procedures of Digital Image Transformations -- 10.3.1 Image Filtering -- 10.4 Types of Digital Images -- 10.4.1 Binary Image -- 10.4.2 Black and White Image -- 10.4.3 8 Bit Colour Format -- 10.4.4 16 Bit Colour Format -- 10.5 Image as a Matrix -- 10.6 Scope of Image Processing -- 10.6.1 Acquisition 10.6.2 Image Enhancement -- 10.6.3 Image Restoration -- 10.6.4 Colour Image Processing -- 10.6.5 Wavelets and Multi-resolution Processing -- 10.6.6 Image Compression -- 10.6.7 Morphological Processing -- 10.6.8 Segmentation Procedure -- 10.6.9 Representation and Description -- 10.7 Key Stages in Digital Image Processing -- Reference -- 11 Digital Image Filtering -- 11.1 Digital Filtering -- 11.2 Convolution -- 11.3 Application of Digital Filters in Digital Image Processing -- 11.4 Digital Linear Filter in the Spatial Domain -- 11.5 Digital Linear Filter in the Frequency Domain … (more)
- Publisher Details:
- Singapore : Springer
- Publication Date:
- 2020
- Copyright Date:
- 2020
- Extent:
- 1 online resource (87 pages), illustrations (some color)
- Subjects:
- 620.2/8
Acoustic imaging
Signal processing -- Digital techniques
Acoustic imaging
Signal processing -- Digital techniques
Electronic books
Electronic books - Languages:
- English
- ISBNs:
- 9789811055508
9811055505 - Related ISBNs:
- 9789811055492
- Notes:
- Note: Contains bibliographical references.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.510165
- Ingest File:
- 03_089.xml