SiamVGG: Visual Tracking using Deeper Siamese Networks

7 Feb 2019Yuhong LiXiaofan Zhang

Recently, we have seen a rapid development of Deep Neural Network (DNN) based visual tracking solutions. Some trackers combine the DNN-based solutions with Discriminative Correlation Filters (DCF) to extract semantic features and successfully deliver the state-of-the-art tracking accuracy... (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 SiamVGG Expected Average Overlap (EAO) 0.351 # 3
Visual Object Tracking VOT2017 SiamVGG Expected Average Overlap (EAO) 0.286 # 2