Machine vision : theory, algorithms, practicalities /
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam ; Boston :
Elsevier,
©2005.
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| Edition: | 3rd ed. |
| Subjects: | |
| Online Access: | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=189467 |
Table of Contents:
- Vision, the challenge
- Images and imaging operations
- Basic image filtering operations
- Thresholding techniques
- Edge detection
- Binary shape analysis
- Boundary pattern analysis
- Mathematical morphology
- Line detection
- Circle detection
- The Hough transform and its nature
- Ellipse detection
- Hole detection
- Polygon and corner detection
- Abstract pattern matching techniques
- The three-dimensional world
- Tackling the perspective n-point problem
- Motion
- Invariants and their applications
- Egomotion and related tasks
- Image transformations and camera calibration
- Automated visual inspection
- Inspection of cereal grains
- Statistical pattern recognition
- Biologically inspired recognition schemes
- Texture
- Image acquisition
- Real-time hardware and systems design considerations
- Machine vision : art or science?