Evaluation o image matching techniques for optical fiber specklegram sensor analysis

被引:48
作者
Fujiwara, Eric [1 ]
Ri, Yoshi [2 ]
Wu, Yu Tzu [1 ]
Fujimoto, Hiroshi [2 ]
Suzuki, Carlos Kenichi [1 ]
机构
[1] Univ Estadual Campinas, Sch Mech Engn, Lab Photon Mat & Devices, 200 R Mendeleyev, BR-13083860 Campinas, SP, Brazil
[2] Univ Tokyo, Grad Sch Engn, Dept Elect Engn, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1138656, Japan
基金
巴西圣保罗研究基金会;
关键词
MULTIMODE FIBER; MUTUAL-INFORMATION; REGISTRATION; ACCURACY; PATTERN;
D O I
10.1364/AO.57.009845
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A quantitative study of image matching techniques applied to fiber specklegram sensor analysis is presented. The fiber status is modulated by a microbending transducer, so the output speckle field can be correlated to the input displacements. Once acquired and preprocessed, the specklegrams' variations were evaluated according to seven approaches. Although the average intensity did not provide reliable information per se, the correlation and sum of differences methods yielded similar to 11 mm(-1) and similar to 14 mm(-1) sensitivities, respectively, within a similar to 0.06 mm range and low linearity and hysteresis errors, with enhancement possibility by intensity level cancellation. Moreover, the phase-only correlation and the mutual information metrics provided very high sensitivities (22 mm(-1) and 120 mm(-1), respectively) for a <0.02 mm range, making these techniques suitable for detecting subtle variations in the fiber status due to physical or chemical stimuli. (C) 2018 Optical Society of America
引用
收藏
页码:9845 / 9854
页数:10
相关论文
共 36 条
[1]   Phase correlation with sub-pixel accuracy: A comparative study in 1D and 2D [J].
Alba, Alfonso ;
Flavio Vigueras-Gomez, J. ;
Arce-Santana, Edgar R. ;
Aguilar-Ponce, Ruth M. .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2015, 137 :76-87
[2]   Long-Period Fiber Gratings for Mode Coupling in Mode-Division-Multiplexing Systems [J].
Askarov, Daulet ;
Kahn, Joseph M. .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2015, 33 (19) :4032-4038
[3]   HISTORICAL REVIEW OF MICROBEND FIBEROPTIC SENSORS [J].
BERTHOLD, JW .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 1995, 13 (07) :1193-1199
[4]  
Brunelli R., 2009, Template Matching Techniques in Computer Vision: Theory and Practice
[5]   Second-Order Optimization of Mutual Information for Real-Time Image Registration [J].
Dame, Amaury ;
Marchand, Eric .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (09) :4190-4203
[6]   ZNCC-based template matching using bounded partial correlation [J].
Di Stefano, L ;
Mattoccia, S ;
Tombari, F .
PATTERN RECOGNITION LETTERS, 2005, 26 (14) :2129-2134
[7]  
Fujiwara E., 2017, SBMO IEEE MTT S INT, P1, DOI [10.1109/IMOC.2017.8121020, DOI 10.1109/IMOC.2017.8121020]
[8]   Development of a tactile sensor based on optical fiber specklegram analysis and sensor data fusion technique [J].
Fujiwara, Eric ;
Wu, Yu Tzu ;
Marques dos Santos, Murilo Ferreira ;
Schenkel, Egont Alexandre ;
Suzuki, Carlos Kenichi .
SENSORS AND ACTUATORS A-PHYSICAL, 2017, 263 :677-686
[9]   Optical fiber specklegram sensor analysis by speckle pattern division [J].
Fujiwara, Eric ;
Marques dos Santos, Murilo Ferreira ;
Suzuki, Carlos Kenichi .
APPLIED OPTICS, 2017, 56 (06) :1585-1590
[10]   Optical Fiber Specklegram Sensor for Measurement of Force Myography Signals [J].
Fujiwara, Eric ;
Wu, Yu Tzu ;
Santos, Murilo F. M. ;
Schenkel, Egont A. ;
Suzuki, Carlos K. .
IEEE SENSORS JOURNAL, 2017, 17 (04) :951-958