Freight train gauge-exceeding detection based on three-dimensional stereo vision measurement

被引：15

作者：

Zhang, Yixin ^{[1
]}

Wang, Shun ^{[1
]}

Zhang, Xuping ^{[1
]}

Xie, Fei ^{[1
]}

Wang, Jiaqi ^{[1
]}

机构：

[1] Nanjing Univ, Inst Opt Commun Engn, Nanjing 210093, Peoples R China

来源：

MACHINE VISION AND APPLICATIONS | 2013年 / 24卷 / 03期

关键词：

Freight train gauge-exceeding detection; Stereo vision measurement; Stripe extraction; 3D reconstruction; SHAPE MEASUREMENT; PERFORMANCE ANALYSIS; CALIBRATION; IMAGES;

D O I：

10.1007/s00138-012-0444-2

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present a method for freight train gauge-exceeding detection based on three-dimensional (3D) stereo vision measurement. To reach high measurement accuracy under large-scale situation, the factors which influence the 3D measurement error are analyzed in detail. Algorithm to accurately extract the laser stripe feature projected by the measurement system is described. With the obtained stripe features, the 3D structure of the freight train can be reconstructed with nonlinear optimization procedure. Specially designed targets are used to identify the global coordinate system for gauge-exceeding detection. A prototype has been developed and the reliability and accuracy have been demonstrated by external field experiment.

引用

页码：461 / 475

页数：15

共 42 条

[1]

[Anonymous], 2003, AUST PATT REC SOC C, DOI [10.1177/0734242X0302100404, DOI 10.1177/0734242X0302100404]

[2] Remote metrology by comparative digital holography [J].

Baumbach, T ;

Osten, W ;

von Kopylow, C ;

Jüptner, W .

APPLIED OPTICS, 2006, 45 (05) :925-934

[3]

Bouvet D, 2001, IEEE INT CONF ROBOT, P2045, DOI 10.1109/ROBOT.2001.932908

[4]

CHANG CC, 1994, IEEE IMAGE PROC, P735, DOI 10.1109/ICIP.1994.413668

[5] Overview of three-dimensional shape measurement using optical methods [J].

Chen, F ;

Brown, GM ;

Song, MM .

OPTICAL ENGINEERING, 2000, 39 (01) :10-22

[6] Flexible three-dimensional measurement technique based on a digital light processing projector [J].

Da, Feipeng ;

Gai, Shaoyan .

APPLIED OPTICS, 2008, 47 (03) :377-385

[7] RELATIONS BETWEEN THE STATISTICS OF NATURAL IMAGES AND THE RESPONSE PROPERTIES OF CORTICAL-CELLS [J].

FIELD, DJ .

JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1987, 4 (12) :2379-2394

[8] Kinematic Calibration for Articulated Arm Coordinate Measuring Machines Base on Particle Swarm Optimization [J].

Gao, Guanbin ;

Wang, Wen ;

Lin, Keng ;

Chen, Zichen .

ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL I, PROCEEDINGS, 2009, :189-192

[9] Structural Parameter Identification for Articulated Arm Coordinate Measuring Machines [J].

Gao, Guanbin ;

Wang, Wen ;

Lin, Keng ;

Chen, Zichen .

2009 INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, VOL II, 2009, :128-131

[10]

He J., 2003, J U AERONAUT ASTRONA, V29, P93

← 1 2 3 4 5 →