Object recognition is an essential capability when performing various tasks. Humans naturally use either or both visual and tactile perception to extract object class properties. Typical approaches for robots, however, require complex systems multiple high-density sensors which can be highly expensive. In addition, they usually actual collection of a large dataset from real objects through dire...