Publication | Open Access
Single shot fringe pattern phase demodulation using Hilbert-Huang transform aided by the principal component analysis
68
Citations
71
References
2016
Year
Hilbert-huang TransformEngineeringComplex Fringe PatternsPhase DemodulationComputational ImagingComputational ElectromagneticsPrincipal Component AnalysisSignal ProcessingPhase RetrievalAccurate Phase Demodulation
Hybrid single shot algorithm for accurate phase demodulation of complex fringe patterns is proposed. It employs empirical mode decomposition based adaptive fringe pattern enhancement (i.e., denoising, background removal and amplitude normalization) and subsequent boosted phase demodulation using 2D Hilbert spiral transform aided by the Principal Component Analysis method for novel, correct and accurate local fringe direction map calculation. Robustness to fringe pattern significant noise, uneven background and amplitude modulation as well as local fringe period and shape variations is corroborated by numerical simulations and experiments. Proposed automatic, adaptive, fast and comprehensive fringe analysis solution compares favorably with other previously reported techniques.
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