High Performance Visual Tracking With Siamese Region Proposal Network

CVPR 2018 Bo LiJunjie YanWei WuZheng ZhuXiaolin Hu

Visual object tracking has been a fundamental topic in recent years and many deep learning based trackers have achieved state-of-the-art performance on multiple benchmarks. However, most of these trackers can hardly get top performance with real-time speed... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Visual Object Tracking VOT2017/18 SiamRPN Expected Average Overlap (EAO) 0.383 # 5