2 papers
cs.CV2026
iSAGE: A Human-in-the-Loop Framework for Remote Sensing Semantic Segmentation via Sparse Point Supervision
Osmar Luiz Ferreira de Carvalho, Osmar Abilio de Carvalho Junior, Anesmar Olino de Albuquerque +1
Semantic segmentation in remote sensing requires costly pixel-level annotations, and nearly every problem demands a new dataset since models rarely transfer across sensors, platfor…
cs.CV2026
Remote SAMsing: From Segment Anything to Segment Everything
Osmar Luiz Ferreira de Carvalho, Osmar AbÃlio de Carvalho Júnior, Anesmar Olino de Albuquerque +1
SAM2 produces high-quality zero-shot segmentation on natural images, but applying it to large remote sensing scenes exposes two problems: (1) its mask generator faces an inherent q…