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\subsection{Dataset}  For research purpose it is useful to split the project in into  two part. parts.  Thus at this moment we deal with extraction of players' trajectories in soccer videos and clustering players' trajectories as two different problem. For this purpose we used a soccer players' trajectories dataset.