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Real Time Human Action Recognition Using Full and Ultra High Definition Video

机译:使用全高清和超高清视频的实时人类动作识别

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Given that camera products are moving rapidly towards Ultra High Definition in video surveillance area, this work presents a real-time human action recognition method based on simple and clear concepts which achieves a great Accuracy-Speed performance on videos up 8K Ultra High Definition. The method was evaluated on i3DPost dataset at different video resolutions. The comparative analysis shows that our method outperforms all state of the art methods, in accuracy (99%) and to the best of our knowledge, it is the first one that shows real-time performance on videos up 8K UHD.
机译:鉴于摄像头产品正在视频监控领域迅速朝着超高清方向发展,这项工作提出了一种基于简单明了概念的实时人体动作识别方法,该方法可在高达8K的超高清视频上实现很高的Accuracy-Speed性能。该方法在i3DPost数据集上以不同的视频分辨率进行了评估。对比分析表明,我们的方法在准确性(99%)方面优于所有最新方法,并且据我们所知,它是第一个在8K UHD以上视频上显示实时性能的方法。

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