Point cloud based place recognition and localization for autonomous robots using deep learning

Localization is of paramount importance for robots such as self-driving cars and drones to achieve full autonomy, especially when GPS signals are unavailable. Most of the researchers focus on putting forward 2D-images-based place recognition and localization algorithms, few researchers pay atten...

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Bibliographic Details
Main Author: Fang, Shu
Other Authors: Wang Dan Wei
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/154277
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Institution: Nanyang Technological University
Language: English