Material recognition using tactile sensing

•A system that can recognise materials based on tactile sensing alone is presented.•Identification achieved by analysis of thermal conductivity and surface texture.•Evaluation of various machine learning algorithms and developed hybrid classifiers.•The system outperforms humans in the task of materi...

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