9.Investigation of Real-time Emotional Data Collection of Human Gaits using Smart Glasses

Nitchan Jianwattanapaisarn, Kaoru Sumi
School of Systems Information Science, Future University Hakodate, 116-2 Kamedanakano-cho, Hakodate, Hokkaido 041-8655, Japan
pp. 159–170
ABSTRACT
Emotion recognition is useful in many applications. Most methods available nowadays depend on facial features which are difficult to obtain from standard security cameras. Unlike traditional biometrics, gaits can be obtained noninvasively from afar. A novel method to perform gait data collection with real-time emotion induction was proposed. OptiTrack was used to capture 49 participants walking circularly while watching emotion-induced videos on Microsoft HoloLens 2. This is the first study that use real-time emotion induction technique in non-straight walking path..
Keywords : Emotion recognition, Emotion induction, Motion capturing, Gait analysis, Smart glasses

© 2022 The Author. Published by Sugisaka Masanori at ALife Robotics Corporation Ltd This is an open access article distributed under the CC BY-NC 4.0 license ( h ttp://creativecommons.org/licenses/by-nc/4.0/).

ARTICLE INFO
Article History
Received 12 May 2022
Accepted 30 June 2022

J-STAGE9209

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