Rapid and accurate phase matching for 3D measurement

Haiqing Huang, Xiangzhong Fang, Xiangyang Li, Qingchun Lu, H. Ren
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引用次数: 0

Abstract

A rapid and accurate matching method based on absolute phase maps is proposed in this paper. This algorithm is composed of the matching mask, the optimal interpolation, the filter of the parallax and the smoothing of the point cloud. First, the average intensity image and the co-occurrence matrix based on the gray and modulation levels are used to obtain the object mask. Then, a novel weighted interpolation is adopted to get the sub-pixel parallax. Next, a filter is used to remove the solitary points and smooth the parallax between intervals. After this operation, the parallax becomes smoother. Finally, a Gaussian smoothing is applied on the point cloud to reduce the burr within an interval. Experiments show that the proposed method can acquire the rebuilding region and the point cloud rapidly and accurately.
快速准确的相位匹配用于3D测量
提出了一种基于绝对相位图的快速精确匹配方法。该算法由匹配掩模、最优插值、视差滤波和点云平滑组成。首先,利用平均强度图像和基于灰度和调制级的共现矩阵获得目标掩模;然后,采用一种新的加权插值方法得到亚像素级视差;接下来,使用滤波器去除孤立点并平滑间隔之间的视差。经过这个操作,视差变得更平滑。最后,对点云进行高斯平滑,在一定间隔内减少毛刺。实验表明,该方法能够快速准确地获取重建区域和点云。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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