Research on Target Tracking Based on TLD Algorithm
Hai Feng Zhang, Xiao Qun Pan · Applied Mechanics and Materials · 2013
This paper introduces the theoretical basis and the framework of improved algorithm of TLD(Tracking-Learning-Detection, TLD) algorithm. Difference between the improved TLD algorithm and traditional algorithm tracking were compared by experiments in the paper. When the improved algorithm has joined the online learning mechanism, it improves the effects of target tracking. Trough the experiments between the improved TLD algorithm and traditional algorithm, it turns out that TLD algorithm has good stability and robustness in target tracking.