기계학습 기술의 발전으로 인해 다양한 분야에서 객체를 자동으로 인식하고 그 행동을 분석하는 연구의 필요성이 대두되고 있으며, 이는 스포츠 분야도 마찬가지이다. 현재 스포츠 경기내의 다중객체를 검출하고 추적하는 시스템은 정확성이 높지 않아 대부분의 서비스가 숙련된 오퍼레이터의 수작업에 의존하고 있어 객체의 위치를 검출하고 이를 실시간으로 정확하게 추적할 수 있는 기술의 개발이 필요하다. 본 논문에서는 기존 알고려즘을 다중객체 추적에 적합하도록 구현하고 성능을 비교한 결과를 제시하여 스포츠 경기 내의 다중객체 추적에 적합한 알고리즘을 제안하고자 한다.
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