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Automatic optical inspection system design for golf ball

机译:高尔夫球自动光学检测系统设计

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With the growing popularity of golf sport all over the world, the quantities of relevant products are increasing year by year. To create innovation and improvement in quality while reducing production cost, automation of manufacturing become a necessary and important issue. This paper reflect the trend of this production automation. It uses the AOI (Automated Optical Inspection) technology to develop a system which can automatically detect defects on the golf ball. The current manual quality-inspection is not only error-prone but also very manpower demanding. Taking into consideration the competition of this industry in the near future, the development of related AOI equipment must be conducted as soon as possible. Due to the strong reflective property of the ball surface, as well as its surface dimples and subtle flaws, it is very difficult to take good quality image for automatic inspection. Based on the surface properties and shape of the ball, lighting has been properly design for image-taking environment and structure. Area-scan cameras have been used to acquire images with good contrast between defects and background to assure the achievement of the goal of automatic defect detection on the golf ball. The result obtained is that more than 97% of the NG balls have be detected, and system maintains less than 10% false alarm rate. The balls which are determined by the system to be NG will be inspected by human eye again. Therefore, the manpower spent in the inspection has been reduced by 90%.
机译:随着高尔夫运动在世界范围内的日益普及,相关产品的数量逐年增加。为了在降低生产成本的同时创新和提高质量,制造自动化成为必要和重要的问题。本文反映了这种生产自动化的趋势。它使用AOI(自动光学检查)技术来开发可以自动检测高尔夫球上的缺陷的系统。当前的手动质量检查不仅容易出错,而且对人力的要求很高。考虑到该行业在不久的将来的竞争,必须尽快进行相关AOI设备的开发。由于球表面具有很强的反射性,以及其表面的凹痕和细微的瑕疵,很难拍摄高质量的图像进行自动检查。根据球的表面特性和形状,已针对拍摄环境和结构对照明进行了适当的设计。区域扫描相机已被用来获取在缺陷和背景之间具有良好对比度的图像,以确保实现高尔夫球上自动缺陷检测的目标。获得的结果是,已检测到超过97%的NG球,并且系统保持的误报率低于10%。由系统确定为NG的球将再次由人眼检查。因此,检查所花费的人力减少了90%。

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