视频动作质量评估
Video Action Quality Assessment
投稿时间: 2021/10/20 0:00:00
DOI:
中文关键词: 视频动作质量评估;视频理解
英文关键词: Video action quality assessment; Video understanding
基金项目:
姓名 单位
曾令安 中山大学
郑伟诗 中山大学
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中文摘要:

视频动作质量评估旨在通过计算机对视频中人体行为进行分数评估,其可以作为监测和评估人体行为质量的自动化技术,因而在实验操作规范监测、康复医疗和体育训练等领域有着重要的应用价值。本文介绍了视频动作质量评估任务的研究挑战,而后梳理了相关的研究工作,介绍了传统方法的和深度学习方法,并详细分析了这两类方法的优缺点,最后介绍了其在现实生活中的应用价值。

英文摘要:

Video action quality assessment aims to evaluate human behavior in a video by the computer. Action quality assessment can be used as an automated technology for real-time monitoring and evaluating the quality of human action, and has important application value in the fields of experimental monitoring, rehabilitation medicine, and sports. This survey introduces the challenges of video action quality assessment tasks. Then, this survey systematically reviews the related methods and introduces traditional methods and deep learning methods with analyzing the pros and cons of these methods. Finally, this survey concludes the application in real life.

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