Computer Imaging: Digital Image Analysis and Processing - Rilegato

Umbaugh, Scott E

Rilegato

ISBN 10: 0849329191 ISBN 13: 9780849329197

Casa editrice: CRC Press, 2005

Riassunto

Computer Imaging: Digital Image Analysis and Processing brings together analysis and processing in a unified framework, providing a valuable foundation for understanding both computer vision and image processing applications. Taking an engineering approach, the text integrates theory with a conceptual and application-oriented style, allowing you to immediately understand how each topic fits into the overall structure of practical application development.

Divided into five major parts, the book begins by introducing the concepts and definitions necessary to understand computer imaging. The second part describes image analysis and provides the tools, concepts, and models required to analyze digital images and develop computer vision applications. Part III discusses application areas for the processing of images, emphasizing human visual perception. Part IV delivers the information required to apply a CVIPtools environment to algorithm development. The text concludes with appendices that provide supplemental imaging information and assist with the programming exercises found in each chapter.

The author presents topics as needed for understanding each practical imaging model being studied. This motivates the reader to master the topics and also makes the book useful as a reference. The CVIPtools software integrated throughout the book, now in a new Windows version, provides practical examples and encourages you to conduct additional exploration via tutorials and programming exercises provided with each chapter.

Su questo libro

Contenuti

INTRODUCTION TO COMPUTER IMAGING
Computer Imaging
Overview
Image Analysis and Computer Vision
Image Processing
Key Points
References and Further Reading
Exercises

Computer Imaging Systems
Imaging Systems Overview
Image Formation and Sensing
The CVIPtools Software
Image Representation
Key Points
References and Further Reading
Exercises

DIGITAL IMAGE ANALYSIS
Introduction to Digital Image Analysis
Introduction
Preprocessing
Binary Image Analysis
Key Points
References and Further Reading
Exercises

Segmentation and Edge/Line Detection
Introduction and Overview
Edge/Line Detection
Segmentation
Key Points
References and Further Reading
Exercises

Discrete Transforms
Introduction and Overview
Fourier Transform
Cosine Transform
Walsh-Hadamard Transform
Haar Transform
Principal Components Transform
Filtering
Wavelet Transform
Key Points
References and Further Reading
Exercises

Feature Analysis and Pattern Classification
Introduction and Overview
Feature Extraction
Feature Analysis
Pattern Classification
Key Points
References and Further Reading
Exercises

DIGITAL IMAGE PROCESSING
Digital Image Processing and Visual Perception
Introduction and Overview
Human Visual Perception
Image Fidelity Criteria
Key Points
References and Further Reading
Exercises

Image Enhancement
Introduction and Overview
Gray-Scale Modification
Image Sharpening
Image Smoothing
Key Points
References and Further Reading
Exercises

Image Restoration
Introduction and Overview
Noise Models
Noise Removal Using Spatial Filters
The Degradation Function
Frequency Domain Filters
Geometric Transforms
Key Points
References and Further Reading
Exercises

Image Compression
Introduction and Overview
Lossless Compression Methods
Lossy Compression Methods
Key Points
References and Further Reading
Exercises

PROGRAMMING WITH CVIPTOOLS
CVIPlab
Introduction to CVIPlab
Toolkits, Toolbox and Application Libraries
Compiling and Linking CVIPlab
Image Data and File Structures
CVIP Projects

CVIPtools C Function Libraries
Introduction and Overview
Arithmetic and Logic Library
Band Image Library
Color Image Library
Compression Library
Conversion Library
Display Library
Feature Extraction Library
Geometry Library
Histogram Library
Image Library
Data Mapping Library
Morphological Library
Noise Library
Segmentation Library
Spatial Filter Library
Transform Library
Transform Filter Library

APPENDICES
CD-ROM/Software
Configuring and Updating CVIPtools
CVIPtools C functions
CVIP Resources

CVIPtools Software Organization
COM functions - cviptools.dll

Product Description

Book by Scott E Umbaugh

Dettagli dell?edizione

• Editore: CRC Press
• Data di pubblicazione: 2005
• ISBN 10: 0849329191
• ISBN 13: 9780849329197
• Rilegatura: Copertina rigida
• Lingua: Inglese
• Numero edizione: 1
• Numero di pagine: 688