Ice Hockey Player Tracking and Identification System Using Multi-camera video

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, t...

Full description

Saved in:
Bibliographic Details
Published in2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) pp. 1 - 4
Main Authors Um, Gi-Mun, Lee, Changeun, Park, Sangjoon, Seo, Jeongil
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2019
Subjects
camera video
player identification
player tracking
Online AccessGet full text

Cover

More Information
Summary: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 %.
ISSN:2155-5052
DOI:10.1109/BMSB47279.2019.8971841