Motion and Structure from Image Sequences is invaluable reading for researchers, graduate students, and practicing engineers dealing with computer vision. It presents a balanced treatment of the theoretical and practical issues, including very recent results - some of which are published here for the first time. The topics covered in detail are: - image matching and optical flow computation - structure from stereo - structure from motion - motion estimation - integration of multiple views - motion modeling and prediction Aspects such as uniqueness of the solution, degeneracy conditions, error analysis, stability, optimality, and robustness are also investigated. These details together with the fact that the algorithms are accessible without necessarily studying the rest of the material, make this book particularly attractive to practitioners.
| ISBN: | 9783642776458 |
| Publication date: | 8th December 2011 |
| Author: | Juyang Weng, Thomas S Huang, Narendra Ahuja |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Paperback |
| Pagination: | 444 pages |
| Series: | Springer Series in Information Sciences |
| Genres: |
Computer vision Cybernetics and systems theory Mathematical physics Maths for engineers Computer-aided design (CAD) |