mlsanityData to 14 Oct 2026

Optical skin: Sensor-integration-free multimodal flexible sensing

arXiv 2202.03189 ↗First posted 3 Feb 2022cs.CV cs.HC cs.LGcited by 1

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Abstract (arXiv)

The biological skin enables animals to sense various stimuli. Extensive efforts have been made recently to develop smart skin-like sensors to extend the capabilities of biological skins; however, simultaneous sensing of several types of stimuli in a large area remains challenging because this requires large-scale sensor integration with numerous wire connections. We propose a simple, highly sensitive, and multimodal sensing approach, which does not require integrating multiple sensors. The proposed approach is based on an optical interference technique, which can encode the information of various stimuli as a spatial pattern. In contrast to the existing approach, the proposed approach, combined with a deep neural network, enables us to freely select the sensing mode according to our purpose. As a key example, we demonstrate simultaneous sensing mode of three different physical quantities, contact force, contact location, and temperature, using a single soft material without requiring complex integration. Another unique property of the proposed approach is spatially continuous sensing with ultrahigh resolution of few tens of micrometers, which enables identifying the shape of the object in contact. Furthermore, we present a haptic soft device for a human-machine interface. The proposed approach encourages the development of high-performance optical skins.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 1 of its 51 references that are in the map. First posted on arXiv 3 Feb 2022.

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References · 1

  1. 2015Distilling the Knowledge in a Neural Networkcited by 10,324

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