Development of deep learning modules for autonomous navigation in marine and aerial robotic applications

This thesis develops two studies on deep learning-based autonomous navigation systems for marine and aerial field robotic applications. The first study involves developing a sea ice detection module to support the autonomous navigation of icebreakers using image semantic segmentation. This module ai...

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Bibliographic Details
Main Author: Balasooriya, Narmada M.
Format: Thesis
Language:English
Published: Memorial University of Newfoundland 2023
Subjects:
Online Access:https://research.library.mun.ca/15900/
https://research.library.mun.ca/15900/1/converted.pdf