Target tracking algorithm based on improved kernel correlation filtering

2021 China Automation Congress (CAC)(2021)

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摘要
Aiming at the problem of severe accuracy degradation in the traditional KCF (Kernel correlation filter) target tracking algorithm in a complex environment, we propose an improved kernel correlation filter target tracking algorithm. First, the target scale is estimated by fusing the scale filter in the DSST (Discriminative Scale Space Tracking) algorithm to solve the traditional KCF algorithm canno...
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关键词
Adaptation models,Target tracking,Correlation,Fluctuations,Video sequences,Filtering algorithms,Feature extraction
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