Book description
This graduate textbook presents fundamentals, applications and evaluation of image segregation, unit description, feature measurement and pattern recognition. Analysis on textile, shape and motion are discussed and mathematical tools are employed extensively. Rich in examples and excises, it prepares electrical engineering and computer science students with knowledge and skills for further studies on image understanding.
Table of contents
- Cover
- Title Page
- Copyright
- Contents
- 1 Introduction to Image Analysis
- 2 Image Segmentation
- 3 Object Representation and Description
- 4 Feature Measurement and Error Analysis
- 5 Texture Analysis
- 6 Shape Analysis
- 7 Motion Analysis
-
8 Mathematical Morphology
- 8.1 Basic Operations of Binary Morphology
- 8.2 Combined Operations of Binary Morphology
- 8.3 Practical Algorithms of Binary Morphology
- 8.4 Basic Operations of Grayscale Morphology
- 8.5 Combined Operations of Grayscale Morphology
- 8.6 Practical Algorithms of Grayscale Morphology
- 8.7 Problems and Questions
- 8.8 Further Reading
- Answers to Selected Problems and Questions
- References
- Index
Product information
- Title: Image Analysis
- Author(s):
- Release date: August 2017
- Publisher(s): De Gruyter
- ISBN: 9783110524284
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