Chenxuan Cao

InstaScene: Towards Complete 3D Instance Decomposition and Reconstruction from Cluttered Scenes

Humans can naturally identify and mentally complete occluded objects in cluttered environments. However, imparting similar cognitive ability to robotics remains challenging even with advanced reconstruction techniques, which models scenes as undifferentiated wholes and fails to recognize complete ob…