Shiqi Tian

Multi-CD mini: a dataset for 3D urban semantic change detection with high spatial resolution imagery and nDSM

Urban semantic change detection (SCD) using remote sensing imagery is critical for monitoring urban dynamics, yet traditional two-dimensional (2D) methods suffer from occlusion, shadow interference, geometric distortion and an inability to quantify vertical variations. Integratin...