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Title
3-D computer vision : principles, algorithms and applications / Yu-Jin Zhang.
ISBN
9789811975806 (electronic bk.)
9811975809 (electronic bk.)
9789811975790
9811975795
Published
Singapore : Springer ; Beijing : Publishing House of Electronics Industry, [2023]
Copyright
©2023
Language
English
Description
1 online resource (xiii, 448 pages) : illustrations (chiefly color)
Other Standard Identifiers
10.1007/978-981-19-7580-6 doi
Call Number
TA1634
Dewey Decimal Classification
006.3/7
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed February 8, 2023).
Available in Other Form
Print version: 9789811975790
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.
