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...

书目详细资料
发表在:	Sensors
Main Authors:	Shuo Chang, Wei Li, Yifan Zhang, Zhiyong Feng
格式:	文件
语言:	英语
出版:	MDPI AG 2019-04-01
主题:	visual object tracking Siamese network improved contrastive loss Bayesian verification
在线阅读:	https://www.mdpi.com/1424-8220/19/8/1858

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