An application of wavelet transform to speckle correlation measurement

被引:0
作者
Wei, Z [1 ]
Yang, L
Wen, LC
Wu, HI
Liang, LZ
机构
[1] Res Inst Hightech Hongqing Town, Dept Phys, Xian 710025, Peoples R China
[2] Res Inst Hightech Hongqing Town, Dept 803, Xian 710025, Peoples R China
来源
2ND INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTICAL TEST AND MEASUREMENT TECHNOLOGY AND EQUIPMENT, PTS 1 AND 2 | 2006年 / 6150卷
关键词
Wavelet Transform; Fourier Transform; Mexican-hat; Haar wavelet; speckle; edge extraction; matched filtering; correlation; non-stationary process; image;
D O I
10.1117/12.676864
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
When applying speckle correlation measurement to the study on the displacement and deformation of objects, a very strict position accuracy of the correlated peak is required, but the correlated peak acquired from speckle frequency-domain correlation is not sharp enough, thus affecting the measurement accuracy directly. In the paper, a wavelet preprocess method for the speckle image is presented. By this means, the speckle edge character is firstly extracted, and the correlation calculation is then performed, and the correlated peak is sharpened. The computer simulated result indicates that the correlated peak can be sharpened and enhanced; and the signal-to-noise ratio is also heightened.
引用
收藏
页数:5
相关论文
共 50 条
[41]   The Lightning Current Measurement Based on Wavelet Transform [J].
Liu, Xin .
MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6, 2012, 490-495 :716-720
[42]   Wavelet filtering of correlated speckle [J].
Foucher, S ;
Boucher, JM ;
Bénié, GB .
VISUAL INFORMATION PROCESSING XII, 2003, 5108 :307-316
[43]   Face recognition based on correlation of wavelet transform images [J].
Zhao, Lihong ;
Cai, Yu ;
Xu, Xinhe .
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, :645-645
[44]   Research on Algorithm of Correlation Denoising Based on Wavelet Transform [J].
Yang, Lei ;
Xue, Feng ;
Wang, Hong Hai ;
Cheng, Hua Wei .
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES FOR RAIL TRANSPORTATION (EITRT) 2017: ELECTRICAL TRACTION, 2018, 482 :969-975
[45]   Optical wavelet subband filtering for joint transform correlation [J].
Cheng, CJ ;
Lin, LC .
OPTICAL ENGINEERING, 2005, 44 (10)
[46]   Phase retrieval in electronic speckle pattern interferometry using the continuous wavelet transform [J].
Federico, A ;
Kaufmann, GH .
4TH IBEROAMERICAN MEETING ON OPTICS AND 7TH LATIN AMERICAN MEETING ON OPTICS, LASERS, AND THEIR APPLICATIONS, 2001, 4419 :162-165
[47]   Improvement of ultrasound image based on wavelet transform: Speckle reduction and edge enhancement [J].
Kim, YS ;
Ra, JB .
MEDICAL IMAGING 2005: IMAGE PROCESSING, PT 1-3, 2005, 5747 :1085-1092
[48]   Spatially adaptive wavelet transform speckle noise smoothing technique for SAR images [J].
Hawwar, Y ;
Reza, A .
ALGORITHMS AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING V, 2001, :290-298
[49]   Application of wavelet transform in γ-ray spectra analysis [J].
GuoLiang Yu ;
JianZhong Gu ;
Long Hou ;
ZhenYu Li ;
YanZhao Wang ;
YiYun Zhang .
Science China Physics, Mechanics and Astronomy, 2013, 56 :1735-1739
[50]   The Application of the Wavelet Transform in Grounding Fault Detection [J].
Yan, Guangtai ;
Ha, Hengxu ;
Hu, Xitong .
ELECTRONIC INFORMATION AND ELECTRICAL ENGINEERING, 2012, 19 :636-638