Scene structure analysis for sprint sports

Hedayati, M.; Cree, Michael J.; Scott, Jonathan B.

doi:10.1109/IVCNZ.2016.7804429

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Hedayati, M., Cree, M. J., & Scott, J. B. (2016). Scene structure analysis for sprint sports. In D. Bailey, G. Sen Gupta, & S. Marsland (Eds.), 2016 International Conference on Image and Vision Computing New Zealand (IVCNZ). Washington, DC, USA: IEEE. https://doi.org/10.1109/IVCNZ.2016.7804429

Permanent Research Commons link: https://hdl.handle.net/10289/10882

Abstract

This work proposes a robust model to analyse the structure of horse races based on 2D velocity vector information. This model is capable of detecting scene breaks, classifying the view of the contenders and extracting the trajectory of the contenders throughout the race. The performance of the system is tested over six video clips from two different broadcast sources. The performance analysis shows the model achieves a high accuracy of view classification with the lowest value of 83%, all in real time.

Date

2016

Type

Conference Contribution

Publisher

IEEE

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Science and Engineering Papers [2562]