Regularization methods for processing fringe-pattern images

被引:33
作者
Marroquin, JL
Rivera, M
Botello, S
Rodriguez-Vera, R
Servin, M
机构
[1] Ctr Invest Matemat, Guanajuato 36000, Mexico
[2] Ctr Invest Opt, Leon, Guanajuato, Mexico
关键词
D O I
10.1364/AO.38.000788
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A powerful technique for processing fringe-pattern images is based on Bayesian estimation theory with prior Markov random-field models. In this approach the solution of a processing problem is characterized as the minimizer of a cost function with terms that specify that the solution should be compatible with the available observations and terms that impose certain (prior) constraints on the solution. We show that, by the appropriate choice of these terms, one can use this approach in almost every processing step for accurate and robust interferogram demodulation and phase unwrapping. (C) 1999 Optical Society of America.
引用
收藏
页码:788 / 794
页数:7
相关论文
共 13 条
[1]   STOCHASTIC RELAXATION, GIBBS DISTRIBUTIONS, AND THE BAYESIAN RESTORATION OF IMAGES [J].
GEMAN, S ;
GEMAN, D .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :721-741
[2]   ROBUST 2-DIMENSIONAL WEIGHTED AND UNWEIGHTED PHASE UNWRAPPING THAT USES FAST TRANSFORMS AND ITERATIVE METHODS [J].
GHIGLIA, DC ;
ROMERO, LA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1994, 11 (01) :107-117
[3]  
GOLLUB GH, 1990, MATRIX COMPUTATIONS
[4]   PROBABILISTIC SOLUTION OF III-POSED PROBLEMS IN COMPUTATIONAL VISION [J].
MARROQUIN, J ;
MITTER, S ;
POGGIO, T .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1987, 82 (397) :76-89
[5]   DETERMINISTIC INTERACTIVE PARTICLE MODELS FOR IMAGE-PROCESSING AND COMPUTER-GRAPHICS [J].
MARROQUIN, JL .
CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING, 1993, 55 (05) :408-417
[6]   Adaptive quadrature filters for multiple phase-stepping images [J].
Marroquin, JL ;
Servin, M ;
Vera, RR .
OPTICS LETTERS, 1998, 23 (04) :238-240
[7]   QUADRATIC REGULARIZATION FUNCTIONALS FOR PHASE UNWRAPPING [J].
MARROQUIN, JL ;
RIVERA, M .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1995, 12 (11) :2393-2400
[8]   Adaptive quadrature filters and the recovery of phase from fringe pattern images [J].
Marroquin, JL ;
Servin, M ;
RodriguezVera, R .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1997, 14 (08) :1742-1753
[9]   Robust quadrature filters [J].
Marroquin, JL ;
Figueroa, JE ;
Servin, M .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1997, 14 (04) :779-791
[10]   Local phase from local orientation by solution of a sequence of linear systems [J].
Marroquin, JL ;
Rodriguez-Vera, R ;
Servin, M .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1998, 15 (06) :1536-1544