3-D computer vision / Yu-Jin Zhang (2023)

3-D computer vision : principles, algorithms and applications [texte imprimé] / Yu-Jin Zhang, Auteur . - Springer Nature, 2023 . - XIII, 448 p. : ill. ; 24 cm.
ISBN : 978-981-19757-9-0
Réf. Bibliogr. en fin de chapitres. - Index
Langues : Anglais (eng)

Mots-clés :	Computer vision Image processing -- Digital techniques
Index. décimale :	004.932 Traitement de l'image
Résumé :	This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, "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.
Note de contenu :	Summary : 1. Computer vision overview 2. Camera Calibration3. 3-D Image Acquisition 4. Video and Motion Information.- 5. Moving Object Detection and Tracking 6. Binocular Stereo Vision 7. Monocular Multiple Image Reconstruction Chapter 8. Monocular Single Image Reconstruction 9. 3-D Scene Representation 10. Scene Matching 11. Knowledge and Scene Interpretation 12. Spatial-Temporal Behavior Understanding