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Towards General Urban Monitoring with Vision-Language Models: A Review, Evaluation, and a Research Agenda

Towards General Urban Monitoring with Vision-Language Models: A Review, Evaluation, and a Research Agenda

14 October 2025
André Torneiro
Diogo Monteiro
Paulo Novais
Pedro Rangel Henriques
Nuno F. Rodrigues
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