%Aigaion2 BibTeX export from Idiap Publications %Saturday 21 December 2024 05:24:46 PM @INPROCEEDINGS{Lopez-Mendez_ICIP_2014, author = {Lopez-Mendez, Adolfo and Westling, C. E. I and Emonet, Remi and Easteal, M. and Lavia, L. and Witchel, H. J. and Odobez, Jean-Marc}, keywords = {bobbing estimation, entrainment to music, gait, tracking}, projects = {VANAHEIM}, month = oct, title = {Automated Bobbing and Phase Analysis to Measure Walking Entrainment}, booktitle = {IEEE International Conference on Image Processing (ICIP), Paris}, year = {2014}, abstract = {In 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.}, pdf = {https://publications.idiap.ch/attachments/papers/2014/Lopez-Mendez_ICIP_2014.pdf} }