Multiple targets video tracking based on extended kalman filter in combination with particle swarm optimization for intelligent applications

Autor:	Amin Jahantighy, Hamed Torabi, Farahnaz Mohanna
Jazyk:	angličtina
Rok vydání:	2023
Předmět:	Multiple targets tracking Noise covariance PSO JPDA EKF Intelligent applications Science Technology
Zdroj:	SN Applied Sciences, Vol 5, Iss 3, Pp 1-14 (2023)
Druh dokumentu:	article
ISSN:	2523-3963 2523-3971
DOI:	10.1007/s42452-023-05297-9
Popis:	Article Highlights Multiple targets tracker with 98% accuracy based on combining the EKF and PSO Execution speed increasing by reduction of the video fps from 30 to 10 Ambiguous measurements reduction using JPDA in the targets identification assignment process
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/68b421b2e635493c81d41439af074b6f Zobrazit plný text záznamu Full text from SpringerLink View record in DOAJ