3-D Computer Vision : Principles, Algorithms and Applications / by Yu-Jin Zhang
データ種別 | 電子ブック |
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版 | 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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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 |
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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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