Application of deep learning for enhancing simultaneous localization and mapping in autonomous driving

Simultaneous Localization and Mapping, commonly referred to as SLAM, represents a class of algorithms that involves constructing or updating a map of an unknown environment while simultaneously keeping track of an agent's position within it. This technique is foundational in robotics and autono...

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Bibliographic Details
Main Author: Ge, Jintian
Other Authors: Lyu Chen
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/174794
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Institution: Nanyang Technological University
Language: English