Author

Osmar Abílio de Carvalho Júnior

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Recent research

  • AI & ComputingOpen access

    Remote SAMsing: From segment anything to segment everything

    The Segment Anything Model 2 (SAM2) produces high-quality zero-shot segmentation of natural images, but two obstacles block its use at scale for remote sensing. First, the automatic mask generator trades coverage against quality: strict acceptance thresholds leave most of a scene...

    International Journal of Applied Earth Observation and Geoinformation2026-08-220 citationsDOI