Distractor-aware Siamese Networks for Visual Object Tracking

ECCV 2018 Zheng ZhuQiang WangBo LiWei WuJunjie YanWeiming Hu

Recently, Siamese networks have drawn great attention in visual tracking community because of their balanced accuracy and speed. However, features used in most Siamese tracking approaches can only discriminate foreground from the non-semantic backgrounds... (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 DaSiamRPN Expected Average Overlap (EAO) 0.326 # 6