OmniOVCD uses SAM 3's decoupled outputs and an SFID strategy to achieve state-of-the-art IoU scores of 67.2, 66.5, 24.5, and 27.1 on four OVCD benchmarks, surpassing prior methods.
Scd-sam: Adapting segment anything model for se- mantic change detection in remote sensing imagery.IEEE Transactions on Geoscience and Remote Sensing, 62:1– 13
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OmniOVCD: Streamlining Open-Vocabulary Change Detection with SAM 3
OmniOVCD uses SAM 3's decoupled outputs and an SFID strategy to achieve state-of-the-art IoU scores of 67.2, 66.5, 24.5, and 27.1 on four OVCD benchmarks, surpassing prior methods.