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This research introduces an automatic scoring mechanism based on motion analysis of a player by video image processing and database of skills in gymnastics. The automatic scoring system will be made for the horizontal bar which is one of the gymnastics in particular. A scoring result is equivalent to scoring until now according to experience of a referee and the rulebook, or in order to perform highly precise scoring, it does not use the standard of scoring only with defined performance figure or a text. It is the new approach of this research to describe them as a program to be the databases which analyzed them. The result of this research considers scoring of a referee as a correct answer. Thereby, evaluation of a system can be performed, and if the system performance is enough, it will be considered to be useful that it can use for evaluation of a referee etc.