Learning Consistency Pursued Correlation Filters for Real-Time UAV Tracking

Changhong Fu,Xiaoxiao Yang,Fan Li,Juntao Xu,Changjing Liu,Peng Lu,Changhong Fu,Xiaoxiao Yang,Fan Li,Juntao Xu,Changjing Liu,Peng Lu

Correlation filter (CF)-based methods have demonstrated exceptional performance in visual object tracking for unmanned aerial vehicle (UAV) applications, but suffer from the undesirable boundary effect. To solve this issue, spatially regularized correlation filters (SRDCF) proposes the spatial regularization to penalize filter coefficients, thereby significantly improving the tracking performance....