A wavelet ridge extraction method employing a novel cost function in two-dimensional wavelet transform profilometry

被引:7
作者
Wang, Jianhua [1 ,2 ]
Yang, Yanxi [1 ]
机构
[1] Xian Univ Technol, Sch Automat, Xian 710048, Shaanxi, Peoples R China
[2] Xuzhou Coll Ind Technol, Sch Mech & Elect Engn, Xuzhou 221140, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
FRINGE PATTERN-ANALYSIS; PHASE EXTRACTION; ALGORITHM;
D O I
10.1063/1.5026425
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
We present a new wavelet ridge extraction method employing a novel cost function in two-dimensional wavelet transform profilometry (2-D WTP). First of all, the maximum value point is extracted from two-dimensional wavelet transform coefficient modulus, and the local extreme value points over 90% of maximum value are also obtained, they both constitute wavelet ridge candidates. Then, the gradient of rotate factor is introduced into the Abid's cost function, and the logarithmic Logistic model is used to adjust and improve the cost function weights so as to obtain more reasonable value estimation. At last, the dynamic programming method is used to accurately find the optimal wavelet ridge, and the wrapped phase can be obtained by extracting the phase at the ridge. Its advantage is that, the fringe pattern with low signal-to-noise ratio can be demodulated accurately, and its noise immunity will be better. Meanwhile, only one fringe pattern is needed to projected to measured object, so dynamic three-dimensional (3-D) measurement in harsh environment can be realized. Computer simulation and experimental results show that, for the fringe pattern with noise pollution, the 3-D surface recovery accuracy by the proposed algorithm is increased. In addition, the demodulation phase accuracy of Morlet, Fan and Cauchy mother wavelets are compared. (C) 2018 Author(s).
引用
收藏
页数:11
相关论文
共 15 条
[1]   Spatial fringe pattern analysis using the two-dimensional continuous wavelet transform employing a cost function [J].
Abid, Abdulbasit Z. ;
Gdeisat, Munther A. ;
Burton, David R. ;
Lalor, Michael J. ;
Lilley, Francis .
APPLIED OPTICS, 2007, 46 (24) :6120-6126
[2]   Analysis on fringe pattern demodulation by use of 2-D CWT [J].
Chen, Wenjing ;
Li, Sikun ;
Cai, Yixiang ;
Zhao, Yue .
OPTIK, 2011, 122 (19) :1739-1746
[3]   Analyzing closed-fringe images using two-dimensional Fan wavelets [J].
Dehaeck, S. ;
Tsoumpas, Y. ;
Colinet, P. .
APPLIED OPTICS, 2015, 54 (10) :2939-2952
[4]   Spatial carrier fringe pattern demodulation by use of a two-dimensional continuous wavelet transform [J].
Gdeisat, Munther A. ;
Burton, David R. ;
Lalor, Michael J. .
APPLIED OPTICS, 2006, 45 (34) :8722-8732
[5]   Spatial and temporal carrier fringe pattern demodulation using the one-dimensional continuous wavelet transform: Recent progress, challenges, and suggested developments [J].
Gdeisat, Munther A. ;
Abid, Abdulbasit ;
Burton, David R. ;
Lalor, Michael J. ;
Lilley, Francis ;
Moore, Chris ;
Qudeisat, Mohammed .
OPTICS AND LASERS IN ENGINEERING, 2009, 47 (12) :1348-1361
[6]   ANALYSIS OF THE PHASE UNWRAPPING ALGORITHM [J].
ITOH, K .
APPLIED OPTICS, 1982, 21 (14) :2470-2470
[7]   Moire interferogram phase extraction: a ridge detection algorithm for continuous wavelet transforms [J].
Liu, H ;
Cartwright, AN ;
Basaran, C .
APPLIED OPTICS, 2004, 43 (04) :850-857
[8]   Two-dimensional continuous wavelet transform algorithm for phase extraction of two-step arbitrarily phase-shifted interferograms [J].
Ma, Jun ;
Wang, Zhaoyang ;
Pan, Tongyan .
OPTICS AND LASERS IN ENGINEERING, 2014, 55 :205-211
[9]  
Stephane M., 2015, J FOURIER ANAL APPL, V21, P1251
[10]   Recent progress in two-dimensional continuous wavelet transform technique for fringe pattern analysis [J].
Wang, Zhaoyang ;
Ma, Jun ;
Minh Vo .
OPTICS AND LASERS IN ENGINEERING, 2012, 50 (08) :1052-1058