User: Guest  Login
Title:

GymSkill: A personal trainer for physical exercises

Author(s):
Möller, Andreas; Roalter, Luis; Diewald, Stefan; Scherr, Johannes; Kranz, Matthias; Hammerla, Nils; Olivier, Patrick; Plötz, Thomas
Abstract:
We present GymSkill, a personal trainer for ubiquitous monitoring and assessment of physical activity using standard fitness equipment. The system records and analyzes exercises using the sensors of a personal smartphone attached to the gym equipment. Novel fine-grained activity recognition techniques based on pyramidal Principal Component Breakdown Analysis (PCBA) provide a quantitative analysis of the quality of human movements. In addition to overall quality judgments, GymSkill identifies int...     »
Book / Congress title:
Pervasive Computing and Communications (PerCom), 2012 IEEE International Conference on
Year:
2012
Month:
march
Pages:
213 -220
Fulltext / DOI:
doi:10.1109/PerCom.2012.6199869
 BibTeX