Point-to-Set Distance Metric Learning on Deep Representations for Visual Tracking

IEEE Transactions on Intelligent Transportation Systems, pp. 187-198, 2018.

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Abstract:

For autonomous driving application, a car shall be able to track objects in the scene in order to estimate where and how they will move such that the tracker embedded in the car can efficiently alert the car for effective collision-avoidance. Traditional discriminative object tracking methods usually train a binary classifier via a suppor...More

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