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面向高反光表面的结构光面形测量方法

汪运 郭建英 梁浚哲 朱峰 陈光希 任茂栋 梁晋

中国光学(中英文)2025,Vol.18Issue(1):42-52,11.
中国光学(中英文)2025,Vol.18Issue(1):42-52,11.DOI:10.37188/CO.2024-0087

面向高反光表面的结构光面形测量方法

Structured light surface shape measurement method for highly reflective surfaces

汪运 1郭建英 1梁浚哲 2朱峰 1陈光希 1任茂栋 3梁晋1

作者信息

  • 1. 西安交通大学机械工程学院机械制造系统工程国家重点实验室,陕西西安 710049
  • 2. 西安交通大学微电子学院,陕西西安 710049
  • 3. 新拓三维技术(深圳)有限公司创新实验室,广东 深圳 518060
  • 折叠

摘要

Abstract

The complex reflective properties of highly reflective surfaces bring overexposure and underex-posure problems to surface structured light technology.In order to reconstruct the measured surface com-pletely and accurately,a multiple exposure method is proposed in this paper.The proposed method can pre-dict the exposure time according to the reflective intensity of the measured surface.Firstly,the camera re-sponse curve of the imaging system is obtained by projecting a series of uniform gray images at different ex-posure times,and the irradiance image that can reflect the reflection intensity of the measured surface is cal-culated.Then,the fuzzy C-means clustering method is used to adaptively segment different irradiance re-gions of the target and obtain the central irradiance of each region.The optimal exposure time is predicted for different reflection regions based on the camera response curve.Finally,the 3D reconstruction of the highly reflective surface is realized by combining the multiple exposure fusion algorithm.The experimental results show that the proposed method can simultaneously reconstruct the strongly reflective area and the excess-ively dark area of the aluminum alloy surface,with a reconstruction error of less than 0.5 mm,the maximum deviation reduced by 74.78%,and the standard deviation reduced by 48.96%.The proposed method can cor-rectly predict the exposure time according to regional reflection characteristics,effectively overcome the problems of phase loss and phase distortion caused by regional overexposure and regional darkness,and completely and accurately reconstruct different reflection regions of highly reflective surfaces.

关键词

高反光表面/结构光/多重曝光/辐照度/聚类分割

Key words

highly reflective surface/structured light/multiple exposure/irradiance/clustering segmentation

分类

机械制造

引用本文复制引用

汪运,郭建英,梁浚哲,朱峰,陈光希,任茂栋,梁晋..面向高反光表面的结构光面形测量方法[J].中国光学(中英文),2025,18(1):42-52,11.

基金项目

国家重点研发计划项目(No.2022YFB4601802) (No.2022YFB4601802)

国家自然科学基金资助项目(No.52275543)Supported by National Key R & D Program of China(No.2022YFB4601802) (No.52275543)

National Natural Science Foundation of China(No.52275543) (No.52275543)

中国光学(中英文)

OA北大核心

2095-1531

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