SafePicking: Learning Safe Object Extraction via Object-Level Mapping

Kentaro Wada,Stephen James,Andrew J. Davison,Kentaro Wada,Stephen James,Andrew J. Davison

Robots need object-level scene understanding to manipulate objects while reasoning about contact, support, and occlusion among objects. Given a pile of objects, object recognition and reconstruction can identify the boundary of object instances, giving important cues as to how the objects form and support the pile. In this work, we present a system, SafePicking, that integrates object-level mappin...