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20232026
most citedFLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2

10 citations · 21 across the 10 of their papers we have counts for

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2 papers · 1 filter

cs.AI2026

OSMGraphCLIP: Learning Global Location Representations from OpenStreetMap Graphs

Dimitrios Michail, Eleni Saka, Ioannis Giannopoulos +1

We present OSMGraphCLIP, a CLIP-style geospatial representation model that learns global location embeddings from freely available OpenStreetMap (OSM) data. OSMGraphCLIP represents…

cs.CV2026

Magnifying change: Rapid burn scar mapping with multi-resolution, multi-source satellite imagery

Maria Sdraka, Dimitrios Michail, Ioannis Papoutsis

Delineating wildfire affected areas using satellite imagery remains challenging due to irregular and spatially heterogeneous spectral changes across the electromagnetic spectrum. W…