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Online Siamese Network for Visual Object Tracking

Offline-trained Siamese networks are not robust to the environmental complication in visual object tracking. Without online learning, the Siamese network cannot learn from instance domain knowledge and adapt to appearance changes of targets. In this paper, a new lightweight Siamese network is propos...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Chang, Shuo, Li, Wei, Zhang, Yifan, Feng, Zhiyong
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6514741/
https://ncbi.nlm.nih.gov/pubmed/31003484
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19081858
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