ECO: Efficient Convolution Operators for Tracking

CVPR 2017 Martin DanelljanGoutam BhatFahad Shahbaz KhanMichael Felsberg

In recent years, Discriminative Correlation Filter (DCF) based methods have significantly advanced the state-of-the-art in tracking. However, in the pursuit of ever increasing tracking performance, their characteristic speed and real-time capability have gradually faded... (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 ECO Expected Average Overlap (EAO) 0.280 # 8