重心法中的非线性加权系数研究
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Study on optimal nonlinear weighting coefficient of barycenter algorithm
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    摘要:

    基于最优非线性加权的光点定位方法是一种改进的重心法,但其加权系数的传统解法计算复杂、计算量大。为了寻找简单的解法,通过大量数据研究了含有不同功率噪声光斑的最优加权系数,结果表明该系数对噪声功率不敏感,可以应用到一般的光斑中去,并求出近似最优加权系数为2.15。与传统的亚像素算法相比,基于该系数的加权重心法使偏差缩小了1/3,结果令人满意。

    Abstract:

    Optimal nonlinear weighting method for light-spot positioning is an improved barycenter algorithm.In view of its complexity and enormous calculation for calculating optimal weighting coefficient,an easy method is proposed.The optimal coefficient of different light-spot is studied with large numbers of data in this method.The result shows that the optimal coefficient is independent of the power of noise and could be applied to the positioning of ordinary light-spot.Moreover,the optimal coefficient is ascertained as 2.15.Compared with other sub-pixel algorithm,the weighting barycenter algorithm based on the optimal coefficient reduces the error by 1/3,and the result is satisfying.

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引用本文

郭晓松,唐圣金,周召发,孙磊.重心法中的非线性加权系数研究[J].激光与红外,2010,40(1):109~111
GUO Xiao-song, TANG Sheng-jin, ZHOU Zhao-fa, SUN Lei. Study on optimal nonlinear weighting coefficient of barycenter algorithm[J]. LASER & INFRARED,2010,40(1):109~111

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