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cs.CV2025★ 3 cited
Evolution of Data-driven Single- and Multi-Hazard Susceptibility Mapping and Emergence of Deep Learning Methods
Jaya Sreevalsan-Nair, Aswathi Mundayatt
Data-driven susceptibility mapping of natural hazards has harnessed the advances in classification methods used on heterogeneous sources represented as raster images. Susceptibilit…
cs.CV2025
CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination
Vidhu Arora, Shreyan Gupta, Ananthakrishna Kudupu +3
In this article, we improve the deep learning solution for coastline extraction from Synthetic Aperture Radar (SAR) images by proposing a two-stage model involving image classifica…