Multi-robot semantic mapping based on deep learning framework

In this work, we mathematically model the collaborative semantic perception problem with derive its probability decomposition, based on which we propose a novel incremental hierarchical collaborative probabilistic semantic mapping framework where a multi-modal sensor data fusion method is utilized t...

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Bibliographic Details
Main Author: Zhao, Chunyang
Other Authors: Wang Dan Wei
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/141300

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