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3D Computer Vision

By Yu-Jin Zhang

3D Computer Vision Hobbies & Crafts

3D Computer Vision

By Yu-Jin Zhang

0 - Default Title
Description
This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D computer vision as follows: camera imaging and calibration models; various modes and means of 3D image acquisition; binocular, trinocular and multi-ocular stereo vision matching techniques; monocular single-image and multi-image scene restoration methods; point cloud data processing and modeling; simultaneous location and mapping; generalized image and scene matching; and understanding spatial-temporal behavior. Each topic is addressed in a uniform manner: the dedicated chapter first covers the essential concepts and basic principles before presenting a selection of typical, specific methods and practical techniques. In turn, it introduces readers to the most important recent developments, especially in the last three years. This approach allows them to quickly familiarize themselves with the subject, implement the techniques discussed, and design or improve their own methods for specific applications. The book can be used as a textbook for graduate courses in computer science, computer engineering, electrical engineering, data science, and related subjects. It also offers a valuable reference guide for researchers and practitioners alike.
Product details
Binding:
Paperback
Number of Pages:
488
Release Date:
2025-04-28
Publication Date:
2025-04-28
Publisher:
Springer Nature Singapore
Languages:
Original: English
ISBN10:
9811976058
ISBN13:
9789811976056
GPSR Manufacturer Reference:
[email protected]
Weight:
733 g
Height:
155 cm
Width:
235 cm
Thickness:
27 cm
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