Digital image processing and analysis. Digital image enhancement, restoration and compression / (2022)
- Record Type:
- Book
- Title:
- Digital image processing and analysis. Digital image enhancement, restoration and compression / (2022)
- Main Title:
- Digital image processing and analysis.
- Other Titles:
- Digital image enhancement, restoration and compression
- Further Information:
- Note: Scott E. Umbaugh.
- Authors:
- Umbaugh, Scott E
- Contents:
- Chapter 1: Digital Image Processing and Analysis 1.1 Overview 1.2 Image Processing and Human Vision 1.3 Digital Imaging Systems 1.4 Image Formation and Sensing 1.5 Image Representation 1.6 Key Points 1.7 References and Further Reading 1.8 Exercises Chapter 2: Image Processing Development Tools 2.1 Introduction and Overview 2.2 CVIPtools Windows GUI 2.3 CVIPlab for C/C++ Programming 2.4 The Matlab CVIP Toolbox 2.5 References and Further Reading 2.6 Introductory Programming Exercises 2.7 Digital Image Processing and Human Vision Projects Chapter 3: Digital Image Processing and Visual Perception 3.1 Introduction 3.2 Image Analysis 3.3 Human Visual Perception 3.4 Image Fidelity Criteria Chapter 4: Discrete Transforms 4.1 Introduction and Overview 4.2 Fourier Transform 4.3 Discrete Cosine Transform 4.4 Discrete Walsh-Hadamard Transform 4.5 Discrete Haar Transform 4.6 Principal Components Transform 4.9 Key Points 4.10 References and Further Reading 4.11 Exercises 4.12 Supplementary Exercises Chapter 5: Transform Filters, Spatial Filters and the Wavelet Transform 5.1 Introduction and Overview 5.2 Lowpass Filters 5.3 Highpass Filters 5.4 Bandpass, Bandreject and Notch Filters 5.5 Spatial Filtering via Convolution 5.6 Discrete Wavelet Transform 5.7 Key Points 5.8 References and Further Reading 5.9 Exercises 5.10 Supplementary Exercises Chapter 6: Image Enhancement 6.1 Introduction and Overview 6.2 Gray Scale Modification 6.3 Image Sharpening 6.4 Image Smoothing 6.5 Key Points 6.6Chapter 1: Digital Image Processing and Analysis 1.1 Overview 1.2 Image Processing and Human Vision 1.3 Digital Imaging Systems 1.4 Image Formation and Sensing 1.5 Image Representation 1.6 Key Points 1.7 References and Further Reading 1.8 Exercises Chapter 2: Image Processing Development Tools 2.1 Introduction and Overview 2.2 CVIPtools Windows GUI 2.3 CVIPlab for C/C++ Programming 2.4 The Matlab CVIP Toolbox 2.5 References and Further Reading 2.6 Introductory Programming Exercises 2.7 Digital Image Processing and Human Vision Projects Chapter 3: Digital Image Processing and Visual Perception 3.1 Introduction 3.2 Image Analysis 3.3 Human Visual Perception 3.4 Image Fidelity Criteria Chapter 4: Discrete Transforms 4.1 Introduction and Overview 4.2 Fourier Transform 4.3 Discrete Cosine Transform 4.4 Discrete Walsh-Hadamard Transform 4.5 Discrete Haar Transform 4.6 Principal Components Transform 4.9 Key Points 4.10 References and Further Reading 4.11 Exercises 4.12 Supplementary Exercises Chapter 5: Transform Filters, Spatial Filters and the Wavelet Transform 5.1 Introduction and Overview 5.2 Lowpass Filters 5.3 Highpass Filters 5.4 Bandpass, Bandreject and Notch Filters 5.5 Spatial Filtering via Convolution 5.6 Discrete Wavelet Transform 5.7 Key Points 5.8 References and Further Reading 5.9 Exercises 5.10 Supplementary Exercises Chapter 6: Image Enhancement 6.1 Introduction and Overview 6.2 Gray Scale Modification 6.3 Image Sharpening 6.4 Image Smoothing 6.5 Key Points 6.6 References and Further Reading 6.7 Exercises 6.8 Supplementary Exercises Chapter 7: Image Restoration and Reconstruction 7.1 Introduction and Overview 7.2 Noise Models 7.3 Noise Removal Using Spatial Filters 7.4 The Degradation Function 7.5 Frequency Domain Restoration Filters 7.6 Geometric Transforms 7.7 Image Reconstruction 7.8 Key Points 7.9 References and Further Reading 7.10 Exercises 7.11 Supplementary Exercises Chapter 8: Image Compression 8.1 Introduction and Overview 8.2 Lossless Compression Methods 8.3 Lossy Compression Methods 8.4 Key Points 8.5 References and Further Reading 8.6 Exercises 8.7 Supplementary Exercises … (more)
- Edition:
- Fourth edition
- Publisher Details:
- Boca Raton : CRC Press
- Publication Date:
- 2022
- Extent:
- 1 online resource
- Subjects:
- 006.42
Image processing -- Digital techniques
Image processing
Image analysis - Languages:
- English
- ISBNs:
- 9781000789911
9781000789683 - Related ISBNs:
- 9781032071305
- Notes:
- Note: Description based on CIP data; resource not viewed.
- 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.737654
- Ingest File:
- 15_015.xml