OCOsense™ Smart Glasses for Analyzing Facial Expressions Using Optomyographic Sensors

被引:3
|
作者
Archer, James [1 ]
Mavridou, Ifigeneia [1 ]
Stankoski, Simon [1 ]
Broulidakis, M. John [1 ]
Cleal, Andrew [1 ]
Walas, Piotr [1 ]
Fatoorechi, Mohsen [1 ]
Gjoreski, Hristijan [1 ,2 ]
Nduka, Charles [1 ]
机构
[1] Emteq Labs, Brighton BN19SB, England
[2] Ss Cyril & Methodius Univ Skopje, Skopje, North Macedonia
基金
芬兰科学院; 美国国家卫生研究院;
关键词
Sensors; Skin; Glass; Optical sensors; Tracking; Sensor systems; Wearable computers;
D O I
10.1109/MPRV.2023.3276471
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article introduces the Emteq's OCOsense (TM) smart glasses equipped with a novel noncontact OCO (TM) sensor technology for measuring facial muscle activation and expressions based on high-resolution tracking of skin movement. We demonstrate that the OCO (TM) sensor technology based on optomyography is a sensitive and accurate approach for assessing skin movement in three dimensions, providing a means for measuring the facial expressions used to assess emotional valence such as smile, frown, and eyebrow raise. We propose that glasses-based optomyography sensing has the potential to herald a paradigm shift in real-world facial expression monitoring, thus enabling real-time emotional analytics with healthcare and research applications.
引用
收藏
页码:18 / 26
页数:9
相关论文
共 50 条
  • [31] Recognition of facial expressions using associative memory
    Iwano, Y
    Yoneyama, M
    Shirai, K
    [J]. 1996 IEEE DIGITAL SIGNAL PROCESSING WORKSHOP, PROCEEDINGS, 1996, : 243 - 246
  • [32] Categorization of facial expressions using rearranged landmarks
    An, Young Eun
    Lee, Ji Min
    Kim, Min Gu
    Pan, Sung Bum
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-ASIA (ICCE-ASIA), 2021,
  • [33] The recognition of facial expressions using expert system
    Haneda, K
    Muraguchi, T
    Nakamura, O
    [J]. CCECE 2003: CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-3, PROCEEDINGS: TOWARD A CARING AND HUMANE TECHNOLOGY, 2003, : 1195 - 1198
  • [34] Physiology-based Recognition of Facial Micro-expressions using EEG and Identification of the Relevant Sensors by Emotion
    Benlamine, Mohamed S.
    Chaouachi, Maher
    Frasson, Claude
    Dufresne, Aude
    [J]. PHYSICS: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON PHYSIOLOGICAL COMPUTING SYSTEMS, 2016, : 130 - 137
  • [35] American Sign Language Translation Using Wearable Inertial and Electromyography Sensors for Tracking Hand Movements and Facial Expressions
    Gu, Yutong
    Zheng, Chao
    Todoh, Masahiro
    Zha, Fusheng
    [J]. FRONTIERS IN NEUROSCIENCE, 2022, 16
  • [36] Efficient Real-time On-the-edge Facial Expression Recognition using Optomyography Smart Glasses
    Sofronievski, Bojan
    Kiprijanovska, Ivana
    Stankoski, Simon
    Sazdov, Borjan
    Kjosev, Josif
    Nduka, Charles
    Gjoreski, Hristijan
    [J]. 2024 INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS, IE 2024, 2024, : 49 - 55
  • [37] Face Commands - User-Defined Facial Gestures for Smart Glasses
    Masai, Katsutoshi
    Kunze, Kai
    Sakamoto, Daisuke
    Sugiura, Yuta
    Sugimoto, Maki
    [J]. 2020 IEEE INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY (ISMAR 2020), 2020, : 374 - 386
  • [38] Continuous Prediction of Leg Kinematics during Walking using Inertial Sensors, Smart Glasses, and Embedded Computing
    Tsepa, Oleksii
    Burakov, Roman
    Laschowski, Brokoslaw
    Mihailidis, Alex
    [J]. 2023 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2023), 2023, : 10478 - 10482
  • [39] Analyzing facial expressions with fuzzy quantification theory II: indefinite generalized eigenvalue problem
    Diago, Luis A.
    Kitaoka, Tetsuko
    Hagiwara, Ichiro
    Ishiguro, Sayuri
    [J]. JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS, 2011, 28 (01) : 153 - 170
  • [40] Analyzing facial expressions with fuzzy quantification theory II: indefinite generalized eigenvalue problem
    Luis A. Diago
    Tetsuko Kitaoka
    Ichiro Hagiwara
    Sayuri Ishiguro
    [J]. Japan Journal of Industrial and Applied Mathematics, 2011, 28 : 153 - 170