Tracking a single cyclist during a team changeover on a velodrome track with Python and OpenCV

Team pursuit races are contested by teams of 4 cyclists in a velodrome. The lead rider in each team experiences the highest aerodynamic drag. Team-mates alternate the lead to delay fatigue. The path taken during the changeover is critical to finishing time. An automated video tracking system was developed to track the riders during changeover. It will be used by coaches to refine the team's performance during changeover. The system uses a single camera in burst mode, and employs background subtraction, edge detection and predictive tracking. The system is implemented in Python and OpenCV.
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Bibliographic Details
Subjects:
Notations:endurance sports technical and natural sciences
Published in:Procedia Engineering
Language:English
Published: 2010
Online Access:http://www.sciencedirect.com/science/article/B9869-508WXJK-36/2/8b224c5ecbd239b563210a9593a228c4
Volume:2
Issue:2
Pages:2931-2935
Document types:article
Level:advanced