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.
Unet-like remote sensing change detection: A review of current models and research directions,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
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.