A change detection network with a frozen FastSAM encoder, a dual-stream semantic/difference decoder, and pseudo-change pretraining from segmentation maps raises F1 on five remote sensing benchmarks.
Cast: A cascade spectral-aware transformer for hyperspectral image change detection,
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Detect Changes like Humans: Incorporating Semantic Priors for Improved Change Detection
A change detection network with a frozen FastSAM encoder, a dual-stream semantic/difference decoder, and pseudo-change pretraining from segmentation maps raises F1 on five remote sensing benchmarks.