Title :
An automatic system for sports analytics in multi-camera tennis videos
Author :
Martin Nieto, Rafael ; Martinez Sanchez, Jose Maria
Author_Institution :
Univ. Autonoma de Madrid, Madrid, Spain
Abstract :
This paper presents an automatic system which after a simple previous configuration is able to detect and track each one of the players on the court or field in single player sports. After that, the system is able to extract statistics and performance of the players. This system is complete, general and modular, to be improved and modified by future work. The system is based on a monocamera detection and tracking system, originally designed for video surveillance, which has been adapted for its use in the individual sports domain. Target sports of the developed system are individual sports (e.g., tennis, paddle tennis) where the players have its own side of the field.
Keywords :
object detection; object tracking; sport; video surveillance; automatic system; monocamera detection; multicamera tennis videos; sports analytics; tracking system; video surveillance; Algorithm design and analysis; Cameras; Games; Real-time systems; Streaming media; Trajectory; Video surveillance;
Conference_Titel :
Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on
Conference_Location :
Krakow
DOI :
10.1109/AVSS.2013.6636679