Hedging Deep Features for Visual Tracking

IEEE transactions on pattern analysis and machine intelligence, 2019.

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Abstract:

Convolutional Neural Networks (CNNs) have been applied to visual tracking with demonstrated success in recent years. Most CNN-based trackers utilize hierarchical features extracted from a certain layer to represent the target. However, features from a certain layer are not always effective for distinguishing the target object from the bac...More

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