Zhang Y 3D Computer Vision Foundations and Advanced Methodologies 2024
General:
Name: Zhang Y 3D Computer Vision Foundations and Advanced Methodologies 2024
Format: pdf
Size: 38.06 MB
Book:
Title: 3D Computer Vision: Foundations and Advanced Methodologies
Author: Yu-Jin Zhang
Language: angielski
Year: 2024
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Mechanical Engineering & Dynamics, Robotics & Artificial Intelligence, Robotics & Computer Vision
Publisher: Springer-Verlag New York, LLC
ISBN: 9789811976032
Total pages: 478
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 approachallows 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.
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