Approach of target tracking combining particle filter and metric learning

Approach of target tracking combining particle filter and metric learning

Focusing on the issue of the significant degradation of target tracking performance caused by adverse factors in complex environment, a target tracking method based on particle filtering and metric learning was proposed.First of all, a convolutional neural network (CNN) was offline-trained via the p...

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Bibliographic Details
Main Authors: Hongyan WANG, Libin ZHANG, Guoqiang CHEN, Zumin WANG, Zhiyuan GUAN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-05-01
Series:Tongxin xuebao
Subjects:
target tracking
particle filter
convolutional neural network
metric learning
sparse representation
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021087/
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