3-D Computer Vision : Principles, Algorithms and Applications / / by Yu-Jin Zhang
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| Autore: |
Zhang Yu-Jin
|
| Titolo: |
3-D Computer Vision : Principles, Algorithms and Applications / / by Yu-Jin Zhang
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Edizione: | 1st ed. 2023. |
| Descrizione fisica: | 1 online resource (453 pages) |
| Disciplina: | 006.37 |
| Soggetto topico: | Computer vision |
| Image processing—Digital techniques | |
| Image processing | |
| Computer science | |
| User interfaces (Computer systems) | |
| Human-computer interaction | |
| Computer Vision | |
| Computer Imaging, Vision, Pattern Recognition and Graphics | |
| Image Processing | |
| Theory and Algorithms for Application Domains | |
| Computer Science | |
| User Interfaces and Human Computer Interaction | |
| Visió per ordinador | |
| Processament digital d'imatges | |
| Soggetto genere / forma: | Llibres electrònics |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Chapter 1. Introduction -- Chapter 2. Camera Calibration -- Chapter 3. 3-D Image Acquisition -- Chapter 4. Video and Motion Information -- Chapter 5. Moving Object Detection and Tracking -- Chapter 6. Binocular Stereo Vision -- Chapter 7. Monocular Multiple Image Reconstruction -- Chapter 8. Monocular Single Image Reconstruction -- Chapter 9. 3-D Scene Representation -- Chapter 10. Scene Matching -- Chapter 11. Knowledge and Scene Interpretation -- Chapter 12. Spatial-Temporal Behavior Understanding. |
| Sommario/riassunto: | This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, “2D Computer Vision: Principles, Algorithms and Applications”), including the basic principles, typical methods and practical techniques. It is intended for graduate courses on related topics, e.g. Computer Vision, 3-D Computer Vision, Graphics, Artificial Intelligence, etc. The book is mainly based on my lecture notes for several undergraduate and graduate classes I have offered over the past several years, while a number of topics stem from my research publications co-authored with my students. This book takes into account the needs of learners with various professional backgrounds, as well as those of self-learners. Furthermore, it can be used as a reference guide for practitioners and professionals in related fields. To aid in comprehension, the book includes a wealth of self-test questions (with hints and answers). On the one hand, these questions help teachers to carry out online teaching and interact with students during lectures; on the other, self-learners can use them to assess whether they have grasped the key content. |
| Titolo autorizzato: | 3-D Computer Vision |
| ISBN: | 981-19-7580-9 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910647782503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |