螺旋塑料软管回弹特性的计算机视觉三维测量

A. Do, K. Lee, W. Chang, Rung-Ye Lin, Q. Hsu
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引用次数: 0

摘要

使用塑料水管不仅影响水资源,也影响人们的日常生活。在使用期间,由于过度弯曲或扭曲,塑料软管容易折叠、弯曲或破裂。新开发的螺旋塑料软管可以克服上述问题,但如何评价其性能仍是一个行业难题。利用机器视觉技术分析螺旋塑料软管的回弹性能等质量是一种很好的方法,可以促进行业与消费者之间的信任关系。利用三维机器视觉技术检测了五种不同类型的塑料软管,即A-E型。首先,设计了一个测试平台,并提出了测量算法来测量塑料软管弯曲的内半径。利用图像处理技术和开发程序,获得了塑料软管回弹前后的半径信息,便于进一步分析。基于该检测系统的试验结果表明,B型塑料软管的性能为无扭结,回弹比为3.457,是所有塑料软管中性能最好的。D型塑料软管出现扭结情况,回弹比为1.117,回弹比最差。将实验结果与厂家提供的资料进行比较,得到了较好的一致性。因此,本研究提供了一个创新的检测系统来确定塑料软管的质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
THREE-DIMENSIONAL MEASUREMENT OF SPRING-BACK CHARACTERISTICS FOR HELICAL PLASTIC HOSES USING COMPUTER VISION
Using a plastic water hose not only affects water resources, but also affects people’s daily lives. Due to over bending or twisting during service times, plastic hoses tend to fold, buckle, or crack. The new developed spiral plastic hose can overcome the above problems, however, how to evaluate its properties is still an industry need. By using machine vision technology to analyze the spiral plastic hose quality such as the spring-back property is a good methodology which can facilitate the trust relationship between the industries and consumers. Three-dimensional machine vision technologies were used to examine five different kinds of plastic hoses, i.e. type A–E. At first, a testing platform is designed and the measuring algorithm is proposed to measure the inner radius of the bent plastic hose. By using image processing technology and the developmental program, the radius information of plastic hoses before and after spring-back are obtained for further analysis. According to experimental results based on the proposed inspection system, Type B plastic hoses behave with no-kink and its spring-back ratio is 3.457, which is the best of the plastic hoses. Plastic hose of Type D behaves kink situation and its spring-back ratio is 1.117 which is the worst. By comparing the experimental results to the manufacturers offering information, a good agreement is obtained. Therefore, this study provides an innovative inspection system to determine plastic hose quality.
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