利用图像识别技术实现运动健身自动检测机制

C. Tzeng, T. Wey
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引用次数: 0

摘要

本文提出了一种基于颜色的运动物体轨迹识别和跟踪方法,并将该方法应用于运动健身检测中,构建了运动健身自动检测系统。该系统将对具体动作的数量进行测量和计数,取代传统方法,消除主观评价带来的误差。该自动检测系统在降低检测错误率的同时,减少了人力的使用,有效地缩短了整体检测时间。因此,利用该系统在校园内进行体育健身考试具有简单、方便、实用的特点,并且不拘囿于人力、场地和动作不一致等问题。从实验结果来看,所提出的方法确实可以达到自动检测的目的,将重点推广整个系统的设计和应用
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Using the Image Recognition Techniques to Implement an Automatic Examining Mechanism for the Sports Fitness
In this paper, a color-based recognition approach is proposed to recognize and track the trajectory of moving object and use this approach for the examining of sports fitness to construct an automatic examining system. The quantity for the specific movements will be measured and counted by this system to substitute for traditional method to eliminate the error due to subjective evaluation. This automatic examining system can reduce the error rates as well as decrease the use of manpower, and to reduce the overall examining time effectively. So, doing the examination of sports fitness by this system in the campus is so easy, convenient, and practical, and it is not rigidly suffer from the manpower issue, the venue and the inconsistent action. It seems from the experimental results, this proposed method can indeed achieve the goal of automatic examining and will be focused on the promotion of the design and application of the overall system
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