Chinese Optics Letters, 2019, 17 (3): 031001, Published Online: Mar. 8, 2019
An improved long-term correlation tracking method with occlusion handling Download: 759次
100.4999 Pattern recognition, target tracking 110.4155 Multiframe image processing 330.4150 Motion detection
Abstract
By improving the long-term correlation tracking (LCT) algorithm, an effective object tracking method, improved LCT (ILCT), is proposed to address the issue of occlusion. If the object is judged being occluded by the designed criterion, which is based on the characteristic of response value curve, an added re-detector will perform re-detection, and the tracker is ordered to stop. Besides, a filtering and adoption strategy of re-detection results is given to choose the most reliable one for the re-initialization of the tracker. Extensive experiments are carried out under the conditions of occlusion, and the results demonstrate that ILCT outperforms some state-of-the-art methods in terms of accuracy and robustness.
Junhao Zhao, Gang Xiao, Xingchen Zhang, D. P. Bavirisetti. An improved long-term correlation tracking method with occlusion handling[J]. Chinese Optics Letters, 2019, 17(3): 031001.