电子科技 ›› 2024, Vol. 37 ›› Issue (7): 72-80.doi: 10.16180/j.cnki.issn1007-7820.2024.07.010

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基于质量引导的枝切法相位解包裹算法

太曼力, 李文国, 刘韬, 仲永鹏   

  1. 昆明理工大学 机电工程学院,云南 昆明 650093
  • 收稿日期:2023-02-14 出版日期:2024-07-15 发布日期:2024-07-17
  • 作者简介:太曼力(1995-),男,硕士研究生。研究方向:光学精密测量技术。
    李文国(1973-),男,博士,副教授。研究方向:光学精密测量技术、机器人视觉测量与控制技术、机器视觉与图像检测技术。
  • 基金资助:
    国家自然科学基金(51865020)

Quality Guidance Based Branch-Cut Phase Unwrapping Algorithm

TAI Manli, LI Wenguo, LIU Tao, ZHONG Yongpeng   

  1. Faculty of Mechanical and Electrical Engineering,Kunming University of Science and Technology,Kunming 650093,China
  • Received:2023-02-14 Online:2024-07-15 Published:2024-07-17
  • Supported by:
    National Natural Science Foundation of China(51865020)

摘要:

相位解包裹是相位测量轮廓术中数据处理的关键。文中在传统Goldstein枝切法的基础上提出了一种质量引导的枝切法相位解包裹算法,旨在获得更加精确的相位解包裹结果。采用包裹相位的二阶微分作为残差检测原理的补充参数,将包裹相位二阶微分中的突变点视为无极性残差点,并利用调制度作为残差点有效性的判断依据,将低调制度的残差点视为具有更高的有效性进行局部优化以降低残差点的密度。优化后的等效残差点连接成枝切线以阻挡误差传播。采用调制度计算像素点的质量以引导相位解包裹的顺序,在解包裹路径绕开枝切线的同时优先展开高质量区域的像素点。实验结果表明,文中算法的相位解包裹结果具有更高的准确性和竞争力。

关键词: 相位轮廓测量术, Goldstein, 包裹相位, 残差点, 枝切线, 质量引导, 调制度, 相位解包裹

Abstract:

Phase unwrapping is a key data processing step in phase measurement profilometry. In this study, a quality-guided branch-cut phase unwrapping algorithm is proposed based on the traditional Goldstein branch-cut method, aiming to obtain more accurate phase unwrapping results. The proposed algorithm uses the second-order differential of the wrapped phase as a supplement parameter for residual detection principle, and regards the mutation points in the second-order differential of the wrapped phase as non-polar residual points, and uses modulation as the criterion for residual point effectiveness judgment, regarding the residual points with low modulation as having higher effectiveness for local optimization to reduce the density of residual points. The optimized equivalent residual points are connected into branch-cut to block error propagation. The proposed algorithm calculates the quality of pixels using modulation to guide the order of phase unwrapping, with the unwrapping path circumventing the branch-cut and prioritizing high-quality pixels. Experimental results show that the proposed algorithm has higher accuracy and competitiveness in phase unwrapping results.

Key words: phase measurement profilometry, Goldstein, wrapped phase, residue, branch-cut, quality-guided, modulation, phase unwrapping

中图分类号: 

  • TN247