Simultaneous estimation of unwrapped phase and phase derivative from a closed fringe pattern

We propose a new approach for the direct estimation of the unwrapped phase from a single closed fringe pattern. The fringe analysis is performed along a given row/column at a time by approximating the phase with a weighted linear combination of linearly independent basis functions. Gaussian radial basis functions with equally distributed centers and a fixed variance are considered for the phase approximation. A state space model is defined with the weights of the basis functions as the state vector elements. Extended Kalman filter is effectively utilized for the accurate state estimation. A fringe density estimation based criteria is established to select whether the phase estimation is performed in a row by row or column by column manner. In the seed row/column decided based on this criteria, the optimal basis dimension is computed. The proposed method effectively renders itself in the simultaneous estimation of the phase and the phase derivative. The proposed phase modeling approach also allows us to successfully demodulate the low density fringe patterns. Simulation and experimental results validate the practical applicability of the proposed method. (C) 2016 Elsevier Ltd. All rights reserved.

[1]  K. Creath V Phase-Measurement Interferometry Techniques , 1988 .

[2]  Qian Kemao,et al.  Frequency guided methods for demodulation of a single fringe pattern. , 2009, Optics express.

[3]  M. Takeda,et al.  Fourier-transform method of fringe-pattern analysis for computer-based topography and interferometry , 1982 .

[4]  Manuel Servin,et al.  Adaptive quadrature filters and the recovery of phase from fringe pattern images , 1997 .

[5]  José A. Gómez-Pedrero,et al.  Algorithm for fringe pattern normalization , 2001 .

[7]  O Willi,et al.  Analyzing laser plasma interferograms with a continuous wavelet transform ridge extraction technique: the method. , 2001, Applied optics.

[8]  Noé Alcalá Ochoa,et al.  Normalization and noise-reduction algorithm for fringe patterns , 2007 .

[9]  Alejandro Federico,et al.  Normalization of fringe patterns using the bidimensional empirical mode decomposition and the Hilbert transform. , 2009, Applied optics.

[10]  Qian Kemao,et al.  A generalized regularized phase tracker for demodulation of a single fringe pattern. , 2012, Optics express.

[11]  J. Marroquín,et al.  Demodulation of a single interferogram by use of a two-dimensional regularized phase-tracking technique. , 1997, Applied optics.

[12]  Mariano Rivera,et al.  Fast phase recovery from a single closed-fringe pattern. , 2008, Journal of the Optical Society of America. A, Optics, image science, and vision.

[13]  Tao Wei,et al.  Demodulation of a single-image interferogram using a Zernike-polynomial-based phase-fitting technique with a differential evolution algorithm. , 2011, Optics letters.

[14]  M. Servin,et al.  Fringe-follower regularized phase tracker for demodulation of closed-fringe interferograms , 2001 .

[15]  Dong Liu,et al.  Demodulation of a single complex fringe interferogram with a path-independent regularized phase-tracking technique. , 2010, Applied optics.

[16]  P. Rastogi,et al.  Phase estimation from noisy phase fringe patterns using linearly independent basis functions , 2015 .

[17]  D. Simon Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches , 2006 .

[18]  Qian Kemao,et al.  Sequential demodulation of a single fringe pattern guided by local frequencies. , 2007, Optics letters.

[19]  M. A. Oldfield,et al.  Natural demodulation of two-dimensional fringe patterns. I. General background of the spiral phase quadrature transform. , 2001, Journal of the Optical Society of America. A, Optics, image science, and vision.

[20]  Qian Kemao,et al.  Fast frequency-guided sequential demodulation of a single fringe pattern. , 2010, Optics letters.

[21]  Kazuo Kunoo,et al.  Strain analysis for moiré interferometry using the two-dimensional continuous wavelet transform , 2003 .

[22]  Mariano Rivera,et al.  Robust phase demodulation of interferograms with open or closed fringes. , 2005, Journal of the Optical Society of America. A, Optics, image science, and vision.

[23]  Krzysztof Patorski,et al.  Continuous phase estimation from noisy fringe patterns based on the implicit smoothing splines. , 2014, Optics express.

[24]  Qian Kemao,et al.  Two-dimensional windowed Fourier transform for fringe pattern analysis: Principles, applications and implementations , 2007 .