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gao x introduction visual slam from theory practice 2021

Type:: E-books
Files:: 1
Size:: 8.7 MB
Uploaded On:: Oct. 1, 2021, 8:56 a.m.
Added By:: andryold1
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Info Hash:: EC9CB026895CE0CD19F4D2AB884691C9A86E0C6C

Textbook in PDF format 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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Gao X. Introduction to Visual SLAM. From Theory to Practice 2021.pdf 8.7 MB

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gao x introduction visual slam from theory practice 2021

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