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zhang y 3 d computer vision principles algorithms applications 2023

Type:: E-books
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Size:: 10.4 MB
Uploaded On:: Feb. 2, 2023, 5:24 p.m.
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Textbook in PDF format 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. Preface. Computer Vision Overview. Camera Calibration. Three-Dimensional Image Acquisition. Video Image and Motion Information. Moving Object Detection and Tracking. Binocular Stereo Vision. Monocular Multiple Image Recovery. Monocular Single Image Recovery. Three-Dimensional Scenery Representation. Generalized Matching. Knowledge and Scene Interpretation. Spatial-Temporal Behavior Understanding. App. A: Visual Perception. Answers to Self-Test Questions. Index

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Zhang Y. 3-D Computer Vision. Principles, Algorithms and Applications 2023.pdf 10.4 MB

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zhang y 3 d computer vision principles algorithms applications 2023

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