Maoguo Gong

CTDM-Net: A CNN–Transformer Dynamic Memory Network for Cropland Semantic Change Detection

Cropland semantic change detection (CSCD) is crucial for monitoring agricultural land dynamics by identifying pixel-level “from-to” transitions in bitemporal high-resolution remote sensing (RS) images. Unlike general semantic change detection (SCD), CSCD requires distinguishing genuine land cover changes from pseudocha...