Lightweight multiscale feature fusion and edge inference for remote sensing image change detection
Remote sensing change detection (CD) supports urban expansion, disaster assessment, and land-use monitoring. Transformer models are accurate, but quadratic attention and memory demand hinder near-sensor deployment. LCSF-Net is a lightweight Siamese CD network with a multi-level lightweight Cross-Scale Fusion (LCSF) des...