Efficient Reconstruction for Dual Profilometry

IF 5.9 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Junzheng Peng;Wenlong Shao;Manhong Yao;Jian Liu;Shiping Li;Jingang Zhong
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Abstract

Fringe projection profilometry (FPP) has emerged as a widely used noncontact 3-D measurement technique due to its full-field acquisition, high precision, and rapid measurement capabilities. However, its performance degrades significantly when measuring objects with complex surface reflection characteristics, as light undergoes interreflection and subsurface scattering during measurement, generating indirect light signals that lead to reconstruction errors. Dual profilometry, a computational 3-D profilometry based on dual photography theory, overcomes this limitation by treating each camera pixel as a single-pixel detector to isolate the direct light signals. While theoretically effective, existing implementations need the reconstruction of millions of dual images. To overcome this limitation, we present an efficient reconstruction method that avoids dual image reconstruction. Experimental validation demonstrates that the reconstruction speed can be substantially improved compared with existing dual profilometry implementations, achieved without compromising reconstruction accuracy. The proposed method effectively resolves the efficiency bottleneck that has hindered the practical adoption of dual profilometry, enabling its deployment in practical applications such as industrial inspection and high-resolution biomedical surface characterization.
双轮廓术的高效重建
条纹投影轮廓术(FPP)以其全场采集、测量精度高、测量速度快等优点,成为一种应用广泛的非接触式三维测量技术。然而,当测量具有复杂表面反射特性的物体时,其性能会显著下降,因为光在测量过程中会经历相互反射和次表面散射,产生间接的光信号,导致重建误差。双轮廓术是一种基于双摄影理论的计算三维轮廓术,通过将每个相机像素视为单像素检测器来隔离直接光信号,克服了这一限制。虽然理论上是有效的,但现有的实现需要重建数百万个双图像。为了克服这一限制,我们提出了一种有效的重建方法,避免了双重图像重建。实验验证表明,与现有的双轮廓术实现相比,重建速度可以大大提高,同时不影响重建精度。该方法有效地解决了阻碍双轮廓术实际应用的效率瓶颈,使其能够在工业检测和高分辨率生物医学表面表征等实际应用中得到部署。
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来源期刊
IEEE Transactions on Instrumentation and Measurement
IEEE Transactions on Instrumentation and Measurement 工程技术-工程:电子与电气
CiteScore
9.00
自引率
23.20%
发文量
1294
审稿时长
3.9 months
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.
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