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BIOELECTRONIC DEVICES

Deciphering facial movements

Wearable piezoelectric thin films integrated with multiphysics modelling and three-dimensional digital image correlation can decode facial expressions in real time.

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Fig. 1: An integrated system for decoding facial strains and for the prediction of facial kinematics.

References

  1. Chung, H. U. et al. Nat. Med. 26, 418–429 (2020).

    Article  CAS  Google Scholar 

  2. Jeong, J. W. et al. Adv. Mater. 25, 6839–6846 (2013).

    Article  CAS  Google Scholar 

  3. Yamada, T. et al. Nat. Nanotechnol. 6, 296–301 (2011).

    Article  CAS  Google Scholar 

  4. Ershad, F. et al. Nat. Commun. 11, 3823 (2020).

    Article  CAS  Google Scholar 

  5. Hossain, M. S. & Yousuf, M. A. Int. Arab J. Inf. Technol. 15, 278–288 (2018).

    Google Scholar 

  6. Chen, Z. et al. J. Biomed. Opt. 22, 095001 (2017).

    Google Scholar 

  7. Shih, B. et al. Sci. Robot. 5, eaaz9239 (2020).

    Article  Google Scholar 

  8. Sun, T. et al. Nat. Biomed. Eng. https://doi.org/10.1038/s41551-020-00612-w (2020).

  9. Xu, S. et al. Nat. Commun. 1, 93 (2010).

    Article  Google Scholar 

  10. Amjadi, M. et al. Adv. Funct. Mater. 26, 1678–1698 (2016).

    Article  CAS  Google Scholar 

  11. Lei, Y. et al. Nature 583, 790–795 (2020).

    Article  CAS  Google Scholar 

  12. LeCun, Y. et al. Nature 521, 436–444 (2015).

    Article  CAS  Google Scholar 

Download references

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Correspondence to Sheng Xu.

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Gao, X., Chen, X. & Xu, S. Deciphering facial movements. Nat Biomed Eng 4, 935–936 (2020). https://doi.org/10.1038/s41551-020-00629-1

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