Augmented Memory for Correlation Filters in Real-Time UAV Tracking

Yiming Li,Changhong Fu,Fangqiang Ding,Ziyuan Huang,Jia Pan,Yiming Li,Changhong Fu,Fangqiang Ding,Ziyuan Huang,Jia Pan

The outstanding computational efficiency of discriminative correlation filter (DCF) fades away with various complicated improvements. Previous appearances are also gradually forgotten due to the exponential decay of historical views in traditional appearance updating scheme of DCF framework, reducing the model's robustness. In this work, a novel tracker based on DCF framework is proposed to augmen...