• 대한전기학회
Mobile QR Code QR CODE : The Transactions of the Korean Institute of Electrical Engineers
  • COPE
  • kcse
  • 한국과학기술단체총연합회
  • 한국학술지인용색인
  • Scopus
  • crossref
  • orcid
Title Multiple Moving Object Tracking Method Using Hellinger Distance
Authors 류권무(Kwon Moo Ryu) ; 한영진(Young Jin Han) ; 주영훈(Young Hoon Joo)
DOI https://doi.org/10.5370/KIEE.2020.69.5.729
Page pp.729-737
ISSN 1975-8359
Keywords Object recognition; object tracking; object classification; Moving direction; Hellinger distance
Abstract In this paper, we propose a novel multi-object tracking method using the Hellinger distance as a method for continuously recognizing and tracking moving objects. To do this, we propose method for recognizing moving objects using GMM, label merging, and histogram matching. And then, the moving object is continuously tracked by determining the overlapping of the moving object, analyzing the moving direction, and analyzing the similarity based on the Hellinger distance. Finally, the propose method is demonstrated its availability and feasibility through real experiments.