3-D Computer Vision

Principles, Algorithms and Applications

Specificaties
Gebonden, blz. | Engels
Springer Nature Singapore | e druk, 2023
ISBN13: 9789811975790
Rubricering
Springer Nature Singapore e druk, 2023 9789811975790
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9789811975790
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore

Inhoudsopgave

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.

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