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 des...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.展开更多
基金supported by the National Program on Key Basic Research Project(No.2014CB744903)Shanghai Pujiang Program(No.16PJD028)+2 种基金Shanghai Industrial Strengthening Project(No.GYQJ-2017-5-08)Shanghai Science and Technology Committee Research Project(No.17DZ1204304)Shanghai Engineering Research Center of Civil Aircraft Flight Testing
文摘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.
