Yingjie Yao

Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking

Correlation filter (CF) based trackers generally include two modules, i.e., feature representation and on-line model adaptation. In existing off-line deep learning models for CF trackers, the model adaptation usually is either abandoned or has closed-form solution to make it feasible to learn deep r…