A fast algorithm for decoding an object image in structured light for measuring a three-dimensional profile in a nonlinear optical path

The study uses phase triangulation methods to examine the development of image processing algorithms for measuring a three-dimensional (3D) surface profile. An algorithm is proposed for decoding images of an object in structured light based on an iterative search for the minimum deviation of the mod...

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Vydáno v:Measurement techniques Ročník 66; číslo 8; s. 584 - 592
Hlavní autoři: Dvoynishnikov, S. V., Bakakin, G. V., Pavlov, V. A., Meledin, V. G.
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.11.2023
Springer
Témata:
Algorithms
Analytical Chemistry
Characterization and Evaluation of Materials
Image processing
Laws, regulations and rules
Measurement Science and Instrumentation
Measuring instruments
Opticophysical Measurements
Physical Chemistry
Physics
Physics and Astronomy
Scanning devices
Transceivers
Interval search
Phase triangulation
Numerical algorithm
ISSN:0543-1972, 1573-8906
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Shrnutí:The study uses phase triangulation methods to examine the development of image processing algorithms for measuring a three-dimensional (3D) surface profile. An algorithm is proposed for decoding images of an object in structured light based on an iterative search for the minimum deviation of the model function using measurement results and compensating for the nonlinearity of the transceiver path of the measuring complex. A distinctive feature of the proposed method is that the search for the model function is desired in the form of a second-degree polynomial, ensuring the stability of the method against nonlinear distortions caused by power-law transformations of the transceiver path. The interval search method is used to reduce algorithmic complexity qualitatively. The proposed algorithm provides a stable search for the value of the initial phase shift in object images, is resistant to noise and nonlinear distortions, and allows image processing in 3D scanning systems based on triangulation methods using structured illumination and phase triangulation. Thus, the algorithm will be useful for data processing during the operation of measuring systems with a nonlinear transceiver path and measurement time constraints.
ISSN:0543-1972
1573-8906
DOI:10.1007/s11018-023-02271-0