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A new technique for contact lenses measuring based on digital image processing

机译:基于数字图像处理的隐形眼镜测量新技术

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To ensure the functionality, safe reliability and amenity of contact lens, the center thickness t_c, diameter Φ_t and base curves r_0 are three key parameters to be measured. For purpose of measuring the parameters t_c, Φ_t and r_0 of contact lens in a single compact instrument with high accuracy and efficiency, a new method based on digital image processing is proposed and examined. Firstly, aim at establishing appropriate measurement environment and obtaining the measuring images properly, the instrument structure is designed and implemented according to the characteristics of contact lenses. Several main environmental factors affects the accuracy has been considered, such as measuring medium and temperature. Secondly, the procedure of the geometric features location and coordinate conversion is analyzed and demonstrated. Thanks to the Canny-Zernike edge detection, the feature points in the image can be effectively positioned at sub-pixel level without increasing the hardware costs. In order to map the feature points' pixel coordinates to world coordinates, the homography between the measuring plane and the imaging plane is estimated based on the pinhole imaging model. Lastly, with the specific obtained feature world coordinates, the distance formula and least squares curve fitting are used to calculate the object parameters. The instrument prototype and experimental analysis show that the proposed technique has advantages in terms of accuracy, volume reduction and efficiency over existing optical-mechanical techniques.
机译:为确保隐形眼镜的功能,安全可靠性和舒适性,中心厚度T_C,直径φ_T和碱曲线R_0是要测量的三个关键参数。目的是在单紧凑型仪器中测量隐形眼镜的参数T_C,φ_T和R_0,提出了一种基于数字图像处理的新方法,并检查。首先,旨在建立适当的测量环境并正确获取测量图像,根据隐形眼镜的特性设计和实施仪器结构。几个主要的环境因素影响了准确性,例如测量培养基和温度。其次,分析并演示了几何特征位置和坐标转换的过程。由于Canny-Zernike Edge检测,图像中的特征点可以有效地定位在子像素电平,而不增加硬件成本。为了将特征点的像素坐标映射到世界坐标,基于针孔成像模型估计测量平面和成像平面之间的相同。最后,利用具体获得的特征世界坐标,距离公式和最小二乘曲线拟合用于计算对象参数。仪器原型和实验分析表明,在现有的光学机械技术方面,所提出的技术在精度,体积减小和效率方面具有优势。

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