Large-area automatic detection of shoreline stranded marine debris using deep learning

Large-area automatic detection of shoreline stranded marine debris using deep learning

Marine debris is a global crisis impacting human health, wildlife, and coastal economies. Remote sensing and geospatial technologies are an efficient way to document marine debris across large areas, but the high costs of fieldwork and manual interpretation of debris imagery are major barriers to br...

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Bibliographic Details
Main Authors: W. Ross Winans, Qi Chen, Yi Qiang, Erik C. Franklin
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Marine debris
Deep learning
Machine learning
Object detection
Convolutional neural network
Coastal management
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223003394

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