Deeper and Wider Siamese Networks for Real-Time Visual Tracking

CVPR 2019 Zhipeng ZhangHouwen Peng

Siamese networks have drawn great attention in visual tracking because of their balanced accuracy and speed. However, the backbone networks used in Siamese trackers are relatively shallow, such as AlexNet [18], which does not fully take advantage of the capability of modern deep neural networks... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Visual Object Tracking VOT2016 SiamRPN+ Expected Average Overlap (EAO) 0.37 # 2
Visual Object Tracking VOT2017 SiamRPN+ Expected Average Overlap (EAO) 0.30 # 1