Design and Implementation of Target Following System Based on KCF and Binocular Distance Measurement
HU Zhiwei
DU Yunben
CHEN Yan
YI Duoyun
YAO Mingzhi
Abstract:Aiming at the problem of poor stability of KCF(kernel correlation filtering algorithm)for fast moving objects or un-der low video frame rate.In this paper,a target tracking system is designed and implemented by combining the binocular ranging al-gorithm with the classical KCF algorithm.Experiments show that the algorithm combining KCF and binocular ranging can not only ef-fectively improve the tracking effect but also meet the operation requirements of the embedded platform.
Keywords:kernel correlation filtering(KCF)binocular distance measurement algorithmtarget tracking systemembed-ded platform
Publication Date:2024-09-20
Online Publishing Date:2025-08-15(First online date of this platform, not the publication date of the document)
Pages:5( 2610-2613,2639 )
Computer and Digital Engineering

Computer and Digital Engineering

ISTIC
ISSN:1672-9722
Year, Vol.(Issue):2024,52(9)