Computer vision : principles, algorithms, applications, learning /
Material type:
TextPublisher: London, England : Academic Press, Elsevier [2018]Copyright date: ©2018Edition: Fifth editionDescription: xlii, 858 pages : illustrations ; 24 cmContent type: - text
- unmediated
- volume
- 9780128092842
- 006.37 DAC 23
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|---|
Book Non-borrowing
|
Library D | Information Technology | 006.37 DAC (Browse shelf(Opens below)) | Not For Loan | 1004608 | |||
Book
|
Library D | Information Technology | 006.37 DAC (Browse shelf(Opens below)) | Available | 1004609 |
Includes glossary.
Includes bibliographical references and index.
1. Vision, the Challenge -- 2. Images and Imaging Operations -- 3. Image Filtering and Morphology -- 4. The Role of Thresholding -- 5. Edge Detection -- 6. Corner, Interest Point and Invariant Feature Detection -- 7. Texture Analysis - 8. Binary Shape Analysis -- 9. Boundary Pattern Analysis -- 10. Line, Circle and Ellipse Detection -- 11. The Generalised Hough Transform -- 12. Object Segmentation and Shape Models -- 13. Basic Classification Concepts -- 14. Machine Learning: Probabilistic Methods -- 15. Deep Learning Networks -- 16. The Three-Dimensional World -- 17. Tackling the Perspective n-point Problem -- 18. Invariants and perspective19. Image transformations and camera calibration -- 20. Motion -- 21. Face Detection and Recognition: the Impact of Deep Learning -- 22. Surveillance -- 23. In-Vehicle Vision Systems -- 24. Epilogue -- References -- Index.
There are no comments on this title.