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Deep Learning for Surface Material Classification Using Haptic and Visual Information

Deep Learning for Surface Material Classification Using Haptic and Visual Information

When a user scratches a hand-held rigid tool across an object surface, an acceleration signal can be captured, which carries relevant information about the surface material properties. More importantly, such haptic acceleration signals can be used together with surface images to jointly recognize the surface material. In this paper, we …