Discriminative Correlation Filter with Channel and Spatial Reliability

CVPR 2017 Alan LukežičTomáš VojířLuka ČehovinJiří MatasMatej Kristan

Short-term tracking is an open and challenging problem for which discriminative correlation filters (DCF) have shown excellent performance. We introduce the channel and spatial reliability concepts to DCF tracking and provide a novel learning algorithm for its efficient and seamless integration in the filter update and the tracking process... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Visual Object Tracking VOT2017/18 CSRDCF Expected Average Overlap (EAO) 0.263 # 9