Efrat Shimron

Toward Artificial Palpation: Representation Learning of Touch on Soft Bodies

Palpation, the use of touch in medical examination, is almost exclusively performed by humans. We investigate a proof of concept for an artificial palpation method based on self-supervised learning. Our key idea is that an encoder-decoder framework can learn a **representation** from a sequence of t…