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May 9, 2026Optics and Lasers in Engineering0 citationsOpen Access

B-spline-assisted deflectometry with a concave mirror for large-order differences specular surface

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ZLZiyu LiAZAng ZhangNGNan Gao

Key Points

  • This work aims to improve imaging quality and measurement precision for large-order difference surfaces using a novel method combining B-splines and a concave mirror.
  • Introduced a concave mirror into the phase measuring deflectometry (PMD) system to enhance effective depth of field.
  • Developed an iterative feature-point localization technique utilizing geometry and surface characteristics.
  • Implemented a B-spline surface reconstruction method with Levenberg-Marquardt optimization for accurate in-situ measurements.
  • Demonstrated a 68.18% reduction in reconstruction error for large-order difference surfaces.
  • Enhanced reconstruction completeness and measurement reliability through simulations and experiments.

Abstract

• A concave mirror is introduced into the PMD system to extend the effective DOF. • An iterative feature-point localization using geometry and SUT traits. • A B-spline method for precise in-situ measurement of large-order specular surfaces. Due to the influence of the non-ideal collimated rays emitted by the display screen and the limited camera's depth of field (DOF), the imaging quality on the camera target surface is degraded in traditional phase measuring deflectometry (PMD), resulting in blurred imaging. This is particularly problematic when measuring objects with large-order differences, as inaccurate phase extraction will case failed measurement ultimately. To overcome these limitations, this paper puts forward a B-spline-based concave mirror-assisted imaging PMD (B-CM-PMD) method. By incorporating a concave mirror and utilizing its reflective characteristics, the captured fringe quality is markedly improved and the effective DOF is substantially expanded. Furthermore, to satisfy the requirement for high-precision in-situ measurement with large-order differences, a B-spline surface reconstruction method incorporating Levenberg-Marquardt optimization for feature points localization is developed, which enables high-precision reconstruction of mirror surfaces using image acquisition at only a single system position. The feasibility and reliability have been verified through both simulations and experiments, and the results show that the B-CM-PMD method enhances reconstruction completeness and reducing reconstruction error by 68.18% in the measurement of the large-order difference surface.

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Cite This Study

Li et al. (2026) studied this question.

synapsesocial.com/papers/69fecf49b9154b0b82876426https://doi.org/10.1016/j.optlaseng.2026.109838
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Model-based 3D reconstruction method with a concave mirror for deflectometry2025 · 3 citations
  2. 23D shape measurement of discontinuous specular objects based on advanced PMD with bi-telecentric lens2018 · 47 citations
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  5. 5B-spline surface based 3D reconstruction method for deflectometry2022 · 10 citations