Towards the Estimation of Object Characteristics by Observing Human Manipulation

The outstanding ability to detect implicit cues in everyday gestures makes the interaction between humans smooth and seamless. We propose a method to provide a robot with the same capability, studying the scenario of objects handling. The final goal of our on-going work is to enable robots to autonomously infer the properties of an object manipulation action by observing how humans perform it