The week's pick
Reseach Article
Real-Time Analysis and Profiling of Coordinated Movements in Two-Dimensional Space using Footage from Multiple Cameras
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 178 - Number 9 |
| Year of Publication: 2019 |
| Authors: Grace Amankwah, William Morgan-Darko, Yang Chunting |
10.5120/ijca2019918795
|
Grace Amankwah, William Morgan-Darko, Yang Chunting . Real-Time Analysis and Profiling of Coordinated Movements in Two-Dimensional Space using Footage from Multiple Cameras. International Journal of Computer Applications. 178, 9 ( May 2019), 1-5. DOI=10.5120/ijca2019918795
Abstract
Coordinated movements in teams involve strategic positioning and motions that are coordinated among a team of people. Since there are numerous coordinated movements that are in common use by military, criminal and sporting teams, experts in the fields of security and sports dedicate much of their time to understanding, devising and recognizing tactics that are in play in a particular scenario. In this study, a framework for automated analysis and profiling of coordinated movements using the machine vision techniques of visual object tracking and 3-dimensional reconstruction is discussed. The study also considers the feasibility of using real-time analysis of coordinated movements in assisted surveillance to buttress security. In this paper, a simplified description of the framework is proposed and its operation is explained.
References
- Garganta, J. (2009). Trends of tactical performance analysis in team sports: bridging the gap between research, training and competition. Revista Portuguesa de Ciências do Desporto, 9(1), 81-89.
- Helsen, W. F., Starkes, J. L., & Hodges, N. J. (1998). Team sports and the theory of deliberate practice. Journal of Sport and Exercise psychology, 20(1), 12-34.
- Sohn, V. Y., Miller, J. P., Koeller, C. A., Gibson, S. O., Azarow, K. S., Myers, J. B., ... & Rush Jr, R. M. (2007). From the combat medic to the forward surgical team: the Madigan model for improving trauma readiness of brigade combat teams fighting the Global War on Terror. Journal of Surgical Research, 138(1), 25-31.
- Smith-Jentsch, K. A., Zeisig, R. L., Acton, B., & McPherson, J. A. (1998). Team dimensional training: a strategy for guided team self-correction.
- History of Aerial Photography Professional Aerial Photographers Association (retrieved 5 October 2016)
- Cheung, G. K., Kanade, T., Bouguet, J. Y., & Holler, M. (2000). A real time system for robust 3D voxel reconstruction of human motions. In Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No. PR00662) (Vol. 2, pp. 714-720). IEEE.
- Ali, A. (2015). Visual object tracking - classical and contemporary approaches. Frontiers of Computer Science.
- Hu, W., Tan, T., Wang, L., & Maybank, S. (2004). A survey on visual surveillance of object motion and behaviors. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 34(3), 334-352.
- Yin, F., Makris, D., & Velastin, S. A. (2007, October). Performance evaluation of object tracking algorithms. In IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Rio De Janeiro, Brazil (p. 25).
- Danelljan, M., Shahbaz Khan, F., Felsberg, M., & Van de Weijer, J. (2014). Adaptive color attributes for real-time visual tracking. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (pp. 1090-1097).
Index Terms
Keywords