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Author

Bindusara Nagathihalli Lokesh

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Open access Jul 2026

Challenges in automated 4D Point Cloud Generation for Glacier Calving Monitoring at high temporal Resolution

Abstract. To robustly support glacier calving monitoring at high temporal resolution and enable future AI-based calving forecasts, this study presents an optimized Multi-Epoch Multi-Imagery (MEMI) strategy for automated 4D point cloud model generation. To date, the dataset comprises over 160,000 images acquired since D...

Laura Camila Duran Vergara, Xabier Blanch Górriz, Bindusara Nagathihalli Lokesh et al. · 1 citation
Open access Jul 2026

Evaluating the Adaptation Potential of SAM2 for Glacier Segmentation in severe Weather

Experimental results demonstrate that the adapted SAM2 model achieves stable segmentation under moderate environmental variability, while degrading under severe visibility loss, consistent across model scales and input resolutions.

Bindusara Nagathihalli Lokesh, Laura Camila Duran Vergara, Hans-Gerd Maas et al. · 1 citation

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