ReA-OVCD is a training-free reliability-aware method for open-vocabulary change detection that uses semantic change reasoning and boundary-aware refinement to reduce artifacts and improve accuracy on remote sensing datasets.
Vilacd-r1: A vision-language framework for semantic change detection in remote sensing,
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ReA-OVCD: Reliability-Aware Open-Vocabulary Change Detection via Semantic and Spatial Refinement
ReA-OVCD is a training-free reliability-aware method for open-vocabulary change detection that uses semantic change reasoning and boundary-aware refinement to reduce artifacts and improve accuracy on remote sensing datasets.