Monitoring Marine Protected Areas using Data Fusion and AI Techniques
| Main Authors: | Konstantina Bereta, Aristides Millios, Konstantinos Chatzikokolakis, Dimitris Zissis |
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| Format: | Proceeding eJournal |
| Terbitan: |
, 2019
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| Subjects: | |
| Online Access: |
https://zenodo.org/record/3526872 |
Daftar Isi:
- In this paper we describe a workflow for monitoring maritime activity in marine protected areas which makes use of open non-collaborative surveillance data. We developed a workflow that automatically searches for satellite images that cover marine NATURA 2000 areas which are then classified using a Convolutional Neural Network that is able to detect vessels in the areas of interest. Our neural network is trained using AIS data as ground truth.