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학술대회 Ice Hockey Player Tracking and Identification System Using Multi-camera video
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저자
엄기문, 이창은, 박상준, 서정일
발행일
201906
출처
International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4
DOI
https://dx.doi.org/10.1109/BMSB47279.2019.8971841
협약과제
19HH2500, 보행자 위치공간 인지 증강 및 스포츠 경기력 분석을 위한 정밀측위 원천기술개발, 박상준
초록
We present an ice hockey player tracking and identification system based on the videos acquired from multiple camera system. The proposed system reduces tracking errors by global tracking with multi-camera video and player identification using SVM (support vector machine). In the test experiments, the proposed system could achieve the performance of average tracking speed of 16 fps with four cameras, and the average recognition rate as 98.8 %.
키워드
camera video, player identification, player tracking
KSP 제안 키워드
Camera system, Global tracking, Identification system, Multi-camera, Player Tracking, Recognition rate, Support VectorMachine(SVM), Tracking error, Tracking speed, multiple cameras