Adapting vision foundation models with lightweight trident decoder for remote sensing change detection

Key Points

• Enhanced change detection accuracy was observed with the lightweight trident decoder.
• A notable improvement in detection performance was achieved with 15% increased accuracy.
• Analysis employed a lightweight trident decoder to adapt vision foundation models for better performance.
• The findings may enable advanced change detection methods in remote sensing applications.