Computer Vision: Models, Learning, and Inference (Record no. 120779)
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| 000 -LEADER | |
|---|---|
| fixed length control field | nam a22 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200625b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107011793 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.37 |
| Item number | PRI |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Prince, Simon J. D. |
| 9 (RLIN) | 57861 |
| 245 ## - TITLE STATEMENT | |
| Title | Computer Vision: Models, Learning, and Inference |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Cambridge University Press |
| Place of publication, distribution, etc | USA |
| Date of publication, distribution, etc | 2012 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 580p |
| 500 ## - GENERAL NOTE | |
| General note | Part 1. Probability:<br/>1. Introduction to probability<br/>2. Common probability distributions<br/>3. Fitting probability models<br/>4. The normal distribution<br/>Part 2. Machine Learning for Machine Vision:<br/>5. Learning and inference in vision<br/>6. Modeling complex data densities<br/>7. Regression models<br/>8. Classification models<br/>Part 3. Connecting Local Models:<br/>9. Graphical models<br/>10. Models for chains and trees<br/>11. Models for grids<br/>Part 4. Preprocessing:<br/>12. Image preprocessing and feature extraction<br/>Part 5. Models for Geometry:<br/>13. The pinhole camera<br/>14. Models for transformations<br/>15. Multiple cameras<br/>Part 6. Models for Vision:<br/>16. Models for style and identity<br/>17. Temporal models<br/>18. Models for visual words<br/>Part 7. Appendices: A. Optimization<br/>B. Linear algebra<br/>C. Algorithms. |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Electronics and Communication |
| 9 (RLIN) | 48726 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Book |
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