3-D Computer Vision
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3-D Computer Vision: Principles, Algorithms and Applications

3-D Computer Vision: Principles, Algorithms and Applications

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About the Book

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.

Table of Contents:
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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Product Details
  • ISBN-13: 9789811975820
  • Publisher: Springer Verlag, Singapore
  • Publisher Imprint: Springer Verlag, Singapore
  • Height: 235 mm
  • No of Pages: 448
  • Returnable: Y
  • Width: 155 mm
  • ISBN-10: 9811975825
  • Publisher Date: 02 Feb 2024
  • Binding: Paperback
  • Language: engchi
  • Returnable: Y
  • Sub Title: Principles, Algorithms and Applications


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