Helmholtz Imaging Annual Conference 2025

Session

AI for Image Analysis Part 2

Talk 25

27 Jun 2025, 12:10

Schinkelhalle Potsdam

Conveners

AI for Image Analysis Part 2: Explainable Unsupervised Model for Coastline Change Monitoring in Sentinel-2 Time Series

• Chandrabali Karmakar (DLR)

65. Explainable Unsupervised Model for Coastline Change Monitoring in Sentinel-2 Time Series

The problem of coastline erosion is of global concern. Acquisition and processing of useful earth
observation data about coastal changes is crucial to accurate change monitoring [1]. With the
availability ofsophisticated machine learning techniques, it is possible to accurately detect and analyze
patterns of changes in coastal regions. One important aspect here is the explainability of the...