Tomoya Matsubara

Shared Transformer Encoder with Mask-Based 3d Model Estimation for Container Mass Estimation

For human-safe robot control in human-to-robot handover, the physical properties of containers and fillings should be accurately estimated. In this paper, we propose a Transformer encoder that shares the same architecture and parameters for filling level and type estimation. We also propose a mask-b…