Excerpt of PPGface: Like What You Are Watching? Earphones Can "Feel" Your Facial Expressions

  • Seokmin Choi
  • , Yang Gao
  • , Yincheng Jin
  • , Se Jun Kim
  • , Jiyang Li
  • , Wenyao Xu
  • , Zhanpeng Jin

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Facial expression recognition has been widely explored to demonstrate people's emotional states. However, existing systems primarily rely on external devices which seems less accessible and efficient. To this end, we propose PPGface, a ubiquitous facial expression recognition platform that leverages earable devices with built-in PPG sensor. PPGface understands the facial expressions through the dynamic PPG patterns resulting from facial muscle movements. Through several comprehensive studies, this work validates a great potential to be employed in future commodity earable devices.

Original languageEnglish
Title of host publicationUbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers
PublisherAssociation for Computing Machinery, Inc
Pages233-235
Number of pages3
ISBN (Electronic)9781450394239
DOIs
StatePublished - 24 Apr 2023
Externally publishedYes
Event2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2022 - Cambridge, United Kingdom
Duration: 11 Sep 202215 Sep 2022

Publication series

NameUbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers

Conference

Conference2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2022
Country/TerritoryUnited Kingdom
CityCambridge
Period11/09/2215/09/22

Keywords

  • Blood Vessel Deformation
  • Ear Canal
  • Facial Expression
  • PPG
  • Photoplethysmogram

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