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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
  • SUNY Buffalo
  • Northwestern University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名UbiComp/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
出版商Association for Computing Machinery, Inc
233-235
页数3
ISBN(电子版)9781450394239
DOI
出版状态已出版 - 24 4月 2023
已对外发布
活动2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2022 - Cambridge, 英国
期限: 11 9月 202215 9月 2022

出版系列

姓名UbiComp/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

会议

会议2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2022
国家/地区英国
Cambridge
时期11/09/2215/09/22

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