Keng-Fu Hsu

Multi-step Pick-and-Place Tasks Using Object-centric Dense Correspondences

This paper presents an object-centric method for efficiently performing two types of challenging pick-and-place tasks, namely sequential pick and place and object sorting. We propose multiclass dense object nets (MCDONs) for learning object-centric dense descriptors that maintain not only intra-clas…