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3-D Computer Vision : Principles, Algorithms and Applications / by Yu-Jin Zhang

データ種別 電子ブック
1st ed. 2023.
出版者 (Singapore : Springer Nature Singapore : Imprint: Springer)
出版年 2023
大きさ XIII, 448 p. 1 illus : online resource
著者標目 *Zhang, Yu-Jin author
SpringerLink (Online service)

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射水-電子 007 EB0001215 Computer Scinece R0 2005-6,2022-3

9789811975806

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一般注記 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
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
HTTP:URL=https://doi.org/10.1007/978-981-19-7580-6
件 名 LCSH:Computer vision
LCSH:Image processing -- Digital techniques  全ての件名で検索
LCSH:Image processing
LCSH:Computer science
LCSH:User interfaces (Computer systems)
LCSH:Human-computer interaction
FREE:Computer Vision
FREE:Computer Imaging, Vision, Pattern Recognition and Graphics
FREE:Image Processing
FREE:Theory and Algorithms for Application Domains
FREE:Computer Science
FREE:User Interfaces and Human Computer Interaction
分 類 LCC:TA1634
DC23:006.37
書誌ID EB00000603
ISBN 9789811975806

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