[论文]基于交替更新轨迹和多帧动作特征的多人跟踪

IF 0.5 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC ITE Transactions on Media Technology and Applications Pub Date : 2020-01-01 DOI:10.3169/mta.8.269

Hitoshi Nishimura, K. Tasaka, Yasutomo Kawanishi, H. Murase

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引用次数: 3

摘要

在本文中，我们提出了一种交替更新轨迹和多帧动作特征的多人跟踪方法(MHT-MAF)。即使由于无人机的突然移动而发生遮挡或运动模糊，ID开关也会被稳定的MAF阻止。在实验中，我们使用Okutama-Action数据集验证了所提出方法的有效性。我们的代码可在线获得(https://github.com/hitottiez/mht-paf)。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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[Paper] Multiple Human Tracking with Alternately Updating Trajectories and Multi-Frame Action Features

In this paper, we propose a multiple human tracking method with alternately updating trajectories and multiframe action features (MHT-MAF). Even though occlusion or motion blur occurs due to the sudden movement of the drone, ID switches are prevented by the stable MAF. In the experiments, we verified the effectiveness of the proposed method using the Okutama-Action dataset. Our code is available online (https://github.com/hitottiez/mht-paf).

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来源期刊

ITE Transactions on Media Technology and Applications ENGINEERING, ELECTRICAL & ELECTRONIC-

CiteScore

1.70

自引率

0.00%

发文量

期刊介绍：・Multimedia systems and applications ・Multimedia analysis and processing ・Universal services ・Advanced broadcasting media ・Broadcasting network technology ・Contents production ・CG and multimedia representation ・Consumer Electronics ・3D imaging technology ・Human Information ・Image sensing ・Information display ・Multimedia Storage ・Others.