Monitoring Shorelines via High-Resolution Satellite Imagery and Deep Learning (Proposals Track)

Venkatesh Ramesh (HyperVerge); Digvijay Singh (HyperVerge)

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Computer Vision & Remote Sensing


Twentieth-century has seen an overall sea-level rise of 0.5m [7, 11] and the studies for the twenty-first-century project the overall increment within a range of 0.5m to 2m, considering high emission scenarios and rapid melting of major Antarctic glaciers. Naturally, this has a severe impact on a major percentage of the population inhabiting coastal land zones], with a recent study placing 110million people living below the local high tide line. Of all the different coastline types, sandy shores, forming 31% of the world’s beaches, undergo major erosion and accretion changes and hence are of special focus in this paper. Because of these reasons, it is paramount to regularly monitor the coastline changes across the world for better understanding and to create necessary preparation and mitigation strategies.

Recorded Talk (direct link)