视觉测量中圆形标记点的高精度定位
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陈新禹(1986-),男,辽宁海城人,博士,主 要从事逆向工程、机器视觉、视觉测量等的研究.

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国家科技重大专项基金(2009ZX04001-021)和国家自然科学基金(61203082)资助项目 (大连海事大学 自动化研究中心,辽宁 大连 116026)


A new method for accurate location of concentric circles in visual measuremen t
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    摘要:

    为了消除透视变换过程中产生的圆心偏差,基于交 比不变和配极对应原理,提出了一种利用同心圆目标精确定 位圆心在图像中的真实投影点的方法。首先介绍相关的理论基础,然后详细介绍了算法 的实现步骤,最后通过仿真和真 实图像实验验证算法的正确性以及影响圆心定位精度的因素。实验结果表明,本文算法可以 稳定、准确地获取圆形目标的真 实投影点,且投影点的定位精度要优于0.2pixel,相较椭圆拟合法 具有明显的精度优势;同时,本文算法仅包含简单的线性运 算,因此具有较高地运算效率。由于本文算法对摄像机和同心圆的物理参数无任何要求,因 此具有应用广泛的特点。

    Abstract:

    In order to eliminate the deviation of the projection center of a spac e circle generated by perspective transformation,a novel method based on the principles of cross ratio and pole-polar relationship is proposed in this paper to locate the real projection center precisely using concentric circles.Firstly,the basic principles are introduced briefly,then the detailed procedures to locate centers are addressed,and lastly the accuracy of location and the impact factors of the acc ur acy are analyzed by experimental methods with simulated and real images.Experimental results indicate that the method can obt ain the real projection center of a space circle accurately and stably,and the positioning precision is always better than 0.2p ixel even under very harsh conditions,which has obvious advantages compared with the direct ellipse fitting method Besides,only simple linear computation is involved in our method,so it also has computational efficiency.Furthermore,the method can be employed wi th high generality due to any information about camera intrinsic or extrins ic parameters is not required and the physical models of the concentric circles are not necessary either.It concludes that our new method is valuable in theor y and practice for machine vision,visual measurement and some other fields.

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陈新禹,马孜,胡英,陈余庆,毕丰隆.视觉测量中圆形标记点的高精度定位[J].光电子激光,2013,(8):1524~1528

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  • 收稿日期:2013-01-25
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