Research Article

3D Step Profiler with LED Source and 2D Continuous Wavelet Transform

Volume: 15 Number: 3 September 30, 2026

3D Step Profiler with LED Source and 2D Continuous Wavelet Transform

Abstract

Fringe Projection Profilometry (FPP) is a widely used and reliable technique for non-contact three-dimensional (3D) surface measurements. However, when applied at micrometric and millimetric scales, its measurement accuracy may be degraded due to the limited depth of field and the speckle noise that arises in laser-based fringe patterns. In this study, a novel optical setup based on a light-emitting diode (LED) light source and a Gate’s interferometer configuration is presented. The proposed system aims to reduce speckle effects by exploiting the low coherence of the LED light source. In addition, the fringe pattern is diversified by employing two beam splitters together with an additional beam-splitting element that generates a horizontal fringe structure, with the objective of enhancing the spatial resolution of the system. To the best of our knowledge, the combined use of an LED light source and two-dimensional Continuous Wavelet Transform (2D CWT) analysis within this interferometric fringe projection framework is reported for the first time in this study. The experimentally obtained phase maps are analyzed using a two-dimensional Continuous Wavelet Transform (2D CWT) method, enabling three-dimensional surface reconstruction. To evaluate the performance of the LED light source, images of the same measurement regions are also acquired using a laser light source, and a comparative analysis is performed. The comparison results indicate that, based on cross-sectional evaluations, the LED-based configuration provides, albeit limited, a reduction in noise level and an improvement in surface profile stability compared to laser-based systems

Keywords

Supporting Institution

This research was carried out with the financial support of the Scientific and Technological Research Council of Türkiye (TÜBİTAK), within the scope of Project No. 123F413.

Project Number

123F413

References

  1. Z. Wang, “Review of real-time three-dimensional shape measurement techniques,” May 01, 2020, Elsevier B.V. doi: 10.1016/j.measurement.2020.107624.
  2. S. Zhang, “Recent progresses on real-time 3D shape measurement using digital fringe projection techniques,” Opt. Lasers Eng., vol. 48, no. 2, pp. 149–158, Feb. 2010, doi: 10.1016/j.optlaseng.2009.03.008.
  3. S. Zhang, “High-speed 3D shape measurement with structured light methods: A review,” Jul. 01, 2018, Elsevier Ltd. doi: 10.1016/j.optlaseng.2018.02.017.
  4. S. Zhang and S. Lei, “Flexible 3-D shape measurement using projector defocusing,” Optics Letters, Vol. 34, Issue 20, pp. 3080-3082, vol. 34, no. 20, pp. 3080–3082, Oct. 2009, doi: 10.1364/OL.34.003080.
  5. H. Chen et al., “Color structured light system of chest wall motion measurement for respiratory volume evaluation,” J. Biomed. Opt., vol. 15, no. 2, p. 026013, 2010, doi: 10.1117/1.3368680.
  6. R. Zuo et al., “Deep-learning-based endoscopic single-shot fringe projection profilometry,” J. Biomed. Opt., vol. 30, no. 08, Aug. 2025, doi: 10.1117/1.jbo.30.8.086003.
  7. A. Castriota, M. De Giorgi, F. Manco, A. Morabito, and R. Nobile, “A semi-automatic methodology for tire’s wear evaluation,” Measurement and Control (United Kingdom), vol. 56, no. 7–8, pp. 1292–1307, Sep. 2023, doi: 10.1177/00202940221098051.
  8. L. Hinz et al., “Fringe projection profilometry in production metrology: A multi-scale comparison in sheet-bulk metal forming,” Sensors, vol. 21, no. 7, Apr. 2021, doi: 10.3390/s21072389.

Details

Primary Language

English

Subjects

Classical and Physical Optics

Journal Section

Research Article

Publication Date

September 30, 2026

Submission Date

February 16, 2026

Acceptance Date

June 30, 2026

Published in Issue

Year 2026 Volume: 15 Number: 3

APA
Aydın, T., Karaca, M., & Yartaşı, E. (2026). 3D Step Profiler with LED Source and 2D Continuous Wavelet Transform. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, 15(3), 1282-1292. https://doi.org/10.17798/bitlisfen.1890751
AMA
1.Aydın T, Karaca M, Yartaşı E. 3D Step Profiler with LED Source and 2D Continuous Wavelet Transform. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2026;15(3):1282-1292. doi:10.17798/bitlisfen.1890751
Chicago
Aydın, Tahsin, Mehmet Karaca, and Ekrem Yartaşı. 2026. “3D Step Profiler With LED Source and 2D Continuous Wavelet Transform”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 15 (3): 1282-92. https://doi.org/10.17798/bitlisfen.1890751.
EndNote
Aydın T, Karaca M, Yartaşı E (September 1, 2026) 3D Step Profiler with LED Source and 2D Continuous Wavelet Transform. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 15 3 1282–1292.
IEEE
[1]T. Aydın, M. Karaca, and E. Yartaşı, “3D Step Profiler with LED Source and 2D Continuous Wavelet Transform”, Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 15, no. 3, pp. 1282–1292, Sept. 2026, doi: 10.17798/bitlisfen.1890751.
ISNAD
Aydın, Tahsin - Karaca, Mehmet - Yartaşı, Ekrem. “3D Step Profiler With LED Source and 2D Continuous Wavelet Transform”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 15/3 (September 1, 2026): 1282-1292. https://doi.org/10.17798/bitlisfen.1890751.
JAMA
1.Aydın T, Karaca M, Yartaşı E. 3D Step Profiler with LED Source and 2D Continuous Wavelet Transform. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2026;15:1282–1292.
MLA
Aydın, Tahsin, et al. “3D Step Profiler With LED Source and 2D Continuous Wavelet Transform”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 15, no. 3, Sept. 2026, pp. 1282-9, doi:10.17798/bitlisfen.1890751.
Vancouver
1.Tahsin Aydın, Mehmet Karaca, Ekrem Yartaşı. 3D Step Profiler with LED Source and 2D Continuous Wavelet Transform. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2026 Sep. 1;15(3):1282-9. doi:10.17798/bitlisfen.1890751

Bitlis Eren University

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