通过人工智能生成的真实运动图像与模拟运动图像的对比,提高运动效果

K. Kaneko, Yuki Sumita, Abo Mariko
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引用次数: 1

摘要

我们提出了一个人工智能应用系统,以提高锻炼技能和人类健康。捕捉到的人类运动的视频图像经过处理,使图像模仿教练的动作。我们称这样的图像为“模拟运动图像”。我们采用人的模拟运动图像,使人更容易模仿教练的练习技巧。作为一项评估模拟运动图像的实验,我们与合作者一起进行了实验。然后,我们询问合作者对真实和模拟运动图像的看法。结果表明,模拟运动图像的效果更好。由于人工处理产生模拟运动图像的工作量太大,因此使用了现有的技术Pose2Pose。当我们对多人的多幅运动图像进行测试时,我们确认了大约一半的图像可以自动处理,也确认了对技能提高的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the Effect of Exercise through Comparison of Real and Imitated Motion Images Produced by Artificial Intelligence
We present an artificial intelligence application system to improve the skills of excise and human health. Captured video images of human exercise are processed so that the images imitates the trainer’s motion. We call such images "imitated motion images". We employed imitated motion images of a person to make it easier to imitate trainer’s exercises skills by the person. As an experiment for the evaluation of imitated motion images, we performed experiments with our collaborators. Then, we asked the collaborators for their opinions about real and imitated motion images. The results suggest that the imitated motion images are more effective. Because manual processing to produce imitated motion images is too much work, the existing technology, Pose2Pose, is used. When we tested multiple motion images of multiple person, we confirmed that about half of the images could be processed automatically, and it was also confirmed that the effect on the improvement of skills was achieved.
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