Adolfo_2014-icip_camera_ready_28may2014.pdf (545.82 kB)
Automated bobbing and phase analysis to measure walking entrainment to music
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posted on 2023-06-08, 17:40 authored by A López-Méndez, C E I Westling, R Emonet, M Easteal, L Lavia, Harry WitchelHarry Witchel, J-M OdobezIn this paper, we investigate the influence of music on human walking behaviors in a public setting monitored by surveillance cameras. To this end, we propose a novel algorithm to characterize the frequency and phase of the walk. It relies on a human-by-detection tracking framework, along with a robust fitting of the human head bobbing motion. Preliminary experiments conducted on more than 100 tracks show that an accuracy greater than 85% for foot strike estimation can be achieved, suggesting that large scale analysis is at reach for finer music/walking behavior relationship studies. Index Terms— tracking, gait, bobbing estimation, entrainment to music
History
Publication status
- Published
File Version
- Published version
Presentation Type
- paper
Event name
IEEE International Conference on Image ProcessingEvent location
ParisEvent type
conferenceEvent date
27-30 October 2014Department affiliated with
- BSMS Neuroscience Publications
Full text available
- Yes
Peer reviewed?
- Yes
Legacy Posted Date
2014-06-27First Open Access (FOA) Date
2014-06-27First Compliant Deposit (FCD) Date
2014-06-26Usage metrics
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