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Introduction to Visual SLAM
Hoofdkenmerken
Auteur: Xiang Gao; Tao Zhang
Titel: Introduction to Visual SLAM
Uitgever: Springer Nature
ISBN: 9789811649394
ISBN boekversie: 9789811649387
Prijs: € 167,85
Verschijningsdatum: 28-09-2021
Inhoudelijke kenmerken
Categorie: Robotics
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

This book offers a systematic and comprehensive introduction to the visual simultaneous localization and mapping (vSLAM) technology, which is a fundamental and essential component for many applications in robotics, wearable devices, and autonomous driving vehicles. The book starts from very basic mathematic background knowledge such as 3D rigid body geometry, the pinhole camera projection model, and nonlinear optimization techniques, before introducing readers to traditional computer vision topics like feature matching, optical flow, and bundle adjustment.   The book employs a light writing style, instead of the rigorous yet dry approach that is common in academic literature. In addition, it includes a wealth of executable source code with increasing difficulty to help readers understand and use the practical techniques. The book can be used as a textbook for senior undergraduate or graduate students, or as reference material for researchers and engineers in related areas.
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