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APPLICATION OF CONSTRAINED TOTAL LEAST-SQUARES TO CLOUD POINT REGISTRATION
约束总体最小二乘在点云拼接中的应用

Keywords: clould points,registration,error-in-variables(EIV),constrained least-squares(CLS),constrained total least-squares(CTLS)
点云
,拼接,变量中的误差,约束最小二乘,约束总体最小二乘

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Abstract:

The cloud point registration is a peoblem of three dimensional-datum transformation with big rotation angle.As the fitting coordinates of sphere target's centers in the two sets of scanning coordinate systems are both influnenced by errors,we introduce constrained total least-squares(CTLS) method for cloud point registration.We established the errors-in-variables(EIV) model with the constraints and revised the observed vector and the coefficient matrix.The calculated example has proved that the more reasona...

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