Research Catalog
Machine vision : theory, algorithms, practicalities
- Title
- Machine vision : theory, algorithms, practicalities / E.R. Davies.
- Author
- Davies, E. R. (E. Roy)
- Publication
- San Diego : Academic Press, [1997], ©1997.
Items in the Library & Off-site
Filter by
1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | TA1634 .D38 1997 | Off-site |
Holdings
Details
- Description
- xxxi, 750 pages : illustrations; 24 cm.
- Summary
- This book provides a detailed background to machine vision, a subject that has evolved to embrace a diverse range of topics. With an emphasis on the theory underpinning practicalities, the book covers the area of image processing, image analysis and machine/computer vision, including automated visual inspection.
- The second edition incorporates many recent advances in the theory and practice of machine vision, including 3-D interpretation, invariants, camera calibration, artificial neural networks, x-ray inspection and foreign object detection, mathematical morphology, robust statistics, and an updated and very extensive list of references.
- Series Statement
- Signal processing and its applications
- Uniform Title
- Signal processing and its applications.
- Subject
- Bibliography (note)
- Includes bibliographical references (p. 695-723) and indexes.
- Contents
- 1. Vision, the Challenge -- 2. Images and Imaging Operations -- 3. Basic Image Filtering Operations -- 4. Thresholding Techniques -- 5. Locating Objects via Their Edges -- 6. Binary Shape Analysis -- 7. Boundary Pattern Analysis -- 8. Line Detection -- 9. Circle Detection -- 10. The Hough Transform and Its Nature -- 11. Ellipse Detection -- 12. Hole Detection -- 13. Polygon and Corner Detection -- 14. Abstract Pattern Matching Techniques -- 15. The Three-Dimensional World -- 16. Tackling the Perspective N-Point Problem -- 17. Motion -- 18. Invariants and Their Applications -- 19. Automated Visual Inspection -- 20. Statistical Pattern Recognition -- 21. Biologically Inspired Recognition Schemes -- 22. Texture -- 23. Image Acquisition -- 24. The Need for Speed: Real-Time Electronic Hardware Systems -- 25. Machine Vision, Art or Science? -- App. A. Programming Notation -- App. B. Mathematical Morphology --
- App. C. Image Transformations and Camera Calibration -- App. D. Robust statistics.
- ISBN
- 012206092X (alk. paper)
- LCCN
- gb 97008443
- OCLC
- ocm36200504
- Owning Institutions
- Columbia University Libraries