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Deeper and Wider Siamese Networks for Real-Time Visual Tracking

Deeper and Wider Siamese Networks for Real-Time Visual Tracking

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, which does not fully take advantage of the capability of modern deep neural networks. In this paper, we investigate how …