Application of AI to perform semantic segmentation of Tropical Cyclones

May, Joshua William

doi:10.26180/30381952.v1

Application of AI to perform semantic segmentation of Tropical Cyclones

thesis

posted on 2025-10-17, 05:07 authored by Joshua William May

This thesis details the creation of artificial intelligence (AI) models that are able to inform researchers the exact shape of tropical cyclones when viewed from satellite imagery. These shapes can then be matched with maps of physical characteristics of the globe, to perform research on the impact of tropical cyclones more accurately than is currently possible.

History

Campus location

Australia

Principal supervisor

Liz Ritchie - Tyo

Additional supervisor 1

Mehrtash Harandi

Year of Award

2025

Department, School or Centre

Electrical and Computer Systems Engineering

Course

Master of Engineering Science (Research)

Degree Type

RESEARCH_MASTERS

Faculty

Faculty of Engineering

Rights Statement

The author retains copyright of this thesis. It must only be used for personal non-commercial research, education and study. It must not be used for any other purposes and may not be transmitted or shared with others without prior permission. For further terms use the In Copyright link under the License field.