Least-squares smoothing of 3D digital curves

Ján Glasa
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引用次数: 1

Abstract

In this paper an efficient procedure for 3D digital curve smoothing is presented. It is described by linear operators which allow to perform the constrained, position invariant, least-squares smoothing of 3D digital curves minimizing the undersampling, digitizing and quantizing error and to calculate various curve characteristics and invariants related to the original digitized curve. They are represented by sparse symmetric circulant Toeplitz matrices with integer coefficients which can be efficiently realized in serial as well as in parallel manner.

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三维数字曲线的最小二乘平滑
本文提出了一种有效的三维数字曲线平滑方法。它是用线性算子来描述的,它允许对三维数字曲线进行约束、位置不变、最小二乘平滑,使欠采样、数字化和量化误差最小化,并计算与原始数字化曲线相关的各种曲线特征和不变量。它们用整数系数的稀疏对称循环Toeplitz矩阵表示,可以有效地串行和并行实现。
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