STRDet: Robust 3D object detection for autonomous driving via spatio-temporal feature refinement
STRDet, a robust 3D object detection framework based on progressive spatio-temporal feature refinement, is proposed and a Semantic-guided Context Refinement (SCR) module that explicitly suppresses background interference prior to the view transformation, thereby blocking noise propagation is proposed.