Peng Tang;Guodong Sa;Junkai Ge;Zhenyu Liu;Jianrong Tan
{"title":"Projection Pattern Precorrection Method Based on Projection Error Decoupling in Fringe Projection Profilometry","authors":"Peng Tang;Guodong Sa;Junkai Ge;Zhenyu Liu;Jianrong Tan","doi":"10.1109/TIM.2025.3553566","DOIUrl":null,"url":null,"abstract":"The quality of sinusoidal fringe projection is one of the most critical factors affecting the accuracy of fringe projection profilometry (FPP). Existing projection error correction methods, however, fail to address the simultaneous occurrence and mutual influence of geometric distortion and grayscale inconsistency in the actual projected pattern. In order to tackle this issue, this article proposes a projection pattern precorrection method based on projection error decoupling. By using multiangle expanded Gray code (MEGC), this method decouples the projection error correction process into two independent correction processes. Specifically, for the projection distortion error, a per-pixel distortion error calibration method is introduced. This method improves the accuracy of phase coordinate calculation by designing an encoding method for multiangle floating-point coordinates and a decoding method for weighted fusion of multi coordinate values. It compensates for the distortion error pixel by pixel using a nonparametric form. A subregional nonlinear error calibration method is, furthermore, proposed to enhance the sinusoidal quality of the projected fringes and ensure grayscale consistency. Finally, the precorrected pattern is generated based on the two error calibration results which ensures distortion-free and brightness-accurate fringe pattern. Experimental results with various 3-D objects demonstrated that our proposed method, achieves higher and more stable measurement accuracy (average 0.0327 mm versus 0.0184 mm), compared with traditional precorrection methods that address projection errors separately.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"74 ","pages":"1-16"},"PeriodicalIF":5.6000,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Instrumentation and Measurement","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10937173/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
The quality of sinusoidal fringe projection is one of the most critical factors affecting the accuracy of fringe projection profilometry (FPP). Existing projection error correction methods, however, fail to address the simultaneous occurrence and mutual influence of geometric distortion and grayscale inconsistency in the actual projected pattern. In order to tackle this issue, this article proposes a projection pattern precorrection method based on projection error decoupling. By using multiangle expanded Gray code (MEGC), this method decouples the projection error correction process into two independent correction processes. Specifically, for the projection distortion error, a per-pixel distortion error calibration method is introduced. This method improves the accuracy of phase coordinate calculation by designing an encoding method for multiangle floating-point coordinates and a decoding method for weighted fusion of multi coordinate values. It compensates for the distortion error pixel by pixel using a nonparametric form. A subregional nonlinear error calibration method is, furthermore, proposed to enhance the sinusoidal quality of the projected fringes and ensure grayscale consistency. Finally, the precorrected pattern is generated based on the two error calibration results which ensures distortion-free and brightness-accurate fringe pattern. Experimental results with various 3-D objects demonstrated that our proposed method, achieves higher and more stable measurement accuracy (average 0.0327 mm versus 0.0184 mm), compared with traditional precorrection methods that address projection errors separately.
期刊介绍:
Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.