Automated marine oil spill detection using deep learning instance segmentation model

• Main Authors: Yekeen, S.T., Balogun, A.-L.
• Format: Conference or Workshop Item
• Published: International Society for Photogrammetry and Remote Sensing 2020
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091137521&doi=10.5194%2fisprs-archives-XLIII-B3-2020-1271-2020&partnerID=40&md5=4c78a479f05be1034fa1109e27c175ca; http://eprints.utp.edu.my/30064/

This study developed a novel deep learning oil spill instance segmentation model using Mask-Region-based Convolutional Neural Network (Mask R-CNN) model which is a state-of-the-art computer vision model. A total of 2882 imageries containing oil spill, look-alike, ship, and land area after conducting...