Object recognition by computer : the role of geometric constraints /
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| Author / Creator: | Grimson, William Eric Leifur |
|---|---|
| Imprint: | Cambridge, Mass. : MIT Press, c1990. |
| Description: | xv, 512 p. : ill. ; 24 cm. |
| Language: | English |
| Series: | Artificial intelligence Artificial intelligence (Cambridge, Mass.) |
| Subject: | Image processing -- Digital techniques Image processing -- Digital techniques. |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/1165742 |
Table of Contents:
- Series Foreword
- Preface
- 1. Introduction
- 2. Recognition as a Search Problem
- 3. Searching for Correspondences
- 4. Two Dimensional Constraints
- 5. Three Dimensional Constraints
- 6. Verifying Hypotheses
- 7. Controlling the Search Explosion
- 8. Selecting Subspaces of the Search Space
- 9. Empirical Testing
- 10. The Combinatorics of the Matching Process
- 11. The Combinatorics of Hough Transforms
- 12. The Combinatorics of Verification
- 13. The Combinatorics of Indexing
- 14. Evaluating the Methods
- 15. Recognition from Libraries
- 16. Parameterized Objects
- 17. The Role of Grouping
- 18. Sensing Strategies
- 19. Applications
- 20. The Next Steps
- References
- Author Index
- Subject Index
