Computer vision : models, learning, and inference
Material type:
TextPublication details: New York : Cambridge University Press, 2012.Description: xi, 580 pISBN: - 9781107011793
- 006.37
| Cover image | Item type | Current library | Home library | Collection | Shelving location | Call number | Materials specified | Vol info | URL | Copy number | Status | Notes | Date due | Barcode | Item holds | Item hold queue priority | Course reserves | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Books
|
Sai University Library General stacks | SCDS | 006.37 PRI (Browse shelf(Opens below)) | 1 | Available | B1851 | ||||||||||||
|
Books
|
Sai University Library General stacks | SCDS | 006.37 PRI (Browse shelf(Opens below)) | 2 | Available | B1852 |
Browsing Sai University Library shelves,Shelving location: General stacks,Collection: SCDS Close shelf browser (Hides shelf browser)
|
|
|
|
|
|
|
||
| 006.37 HAR Multiple view geometry in computer vision | 006.37 HAR-C1 Multiple view geometry in computer vision | 006.37 PRI Computer vision : models, learning, and inference | 006.37 PRI Computer vision : models, learning, and inference | 006.37 SZE Computer vision : algorithms and applications | 006.37 SZE Computer vision : algorithms and applications | 006.45 MCL Speech and audio processing : a Matlab-based approach |
Part I. Probability: 1. Introduction to probability; 2. Common probability distributions; 3. Fitting probability models; 4. The normal distribution; Part II. Machine Learning for Machine Vision: 5. Learning and inference in vision; 6. Modeling complex data densities; 7. Regression models; 8. Classification models; Part III. Connecting Local Models: 9. Graphical models; 10. Models for chains and trees; 11. Models for grids; Part IV. Preprocessing: 12. Image preprocessing and feature extraction; Part V. Models for Geometry: 13. The pinhole camera; 14. Models for transformations; 15. Multiple cameras; Part VI. Models for Vision: 16. Models for style and identity; 17. Temporal models; 18. Models for visual words; Part VII. Appendices: A. Optimization; B. Linear algebra; C. Algorithms.
There are no comments on this title.