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计算机技术22年14期

基于光栅投影的隧道裂缝检测算法仿真研究
宿景芳,周格,马丽芳
(河北科技大学,河北 石家庄 050018)

摘  要:随着铁路、公路等各级交通运输线络的发展,隧道交通量逐渐增加,隧道内的环境安全监测变得异常重要。裂缝是隧道环境安全的主要影响因素之一,传统基于图像处理的隧道裂缝检测技术由于受环境光照强度、对比度等干扰而使检测结果不够准确。近期,在对物体表面形貌的识别上普遍采用基于光栅条纹投影的三维轮廓测量方法。采用该方法模拟对隧道裂缝的检测过程,结合运用四步相移法和多频外差法获得准确的裂缝图像并进行三维重建。实验结果表明,该算法能够成功完成对物体表面裂缝的检测和三维重建。


关键词:裂缝识别;三维重建;四步相移;多频外差



DOI:10.19850/j.cnki.2096-4706.2022.014.019


基金项目:河北省大中学生科技创新能力培育专项项目(2021H010203)


中图分类号:TP391.9                                       文献标识码:A                                   文章编号:2096-4706(2022)14-0079-04


Simulation Research of Tunnel Crack Detection Algorithm Based on Grating Projection

SU Jingfang, ZHOU Ge, MA Lifang

(Hebei University of Science and Technology, Shijiazhuang 050018, China)

Abstract: With the development of railway, highway and other transportation lines at all levels, the tunnel traffic volume is gradually increasing, and the environmental safety monitoring in the tunnel has become extremely important. Cracks are one of the main factors affecting the safety of tunnel environment. The traditional tunnel crack detection technology based on image processing makes the detection results inaccurate due to the interference of environmental light intensity and contrast. Recently, the three-dimensional contour measurement method based on grating fringe projection is widely used in the recognition of object surface morphology. This method is used to simulate the detection process of tunnel cracks, combined with the four step phase shift method and multi frequency heterodyne method to obtain accurate crack images and carry out three-dimensional reconstruction. The experimental results show that the algorithm can successfully complete the detection and three-dimensional reconstruction of object surface cracks.

Keywords: crack recognition; three-dimensional reconstruction; four step phase shift; multi frequency


参考文献:

[1] 罗蕊,王睿,喻晓豪 . 现存高铁隧道衬砌裂缝检测方法的应用比较分析 [J]. 四川建筑,2020,40(1):98-100+103.

[2] 葛东东,王淮生,宋家友 . 光栅投影三维轮廓测量技术分析及进展 [J]. 上海电力学院学报,2005(4):378-382+386.

[3] 李华伟,申作春,覃银红,等 . 相位测量轮廓术应用于叶片测量 [J]. 航空动力学报,2012,27(2):275-281.

[4] 肖龙飞,李金龙,高晓蓉,等 . 基于相位测量轮廓术的钢轨三维轮廓检测 [J].无损检测,2015,37(10):16-19.

[5] 常轶民,金永,吴靖 . 基于光栅投影的钢板孔洞缺陷测量[J]. 光电子 • 激光,2019,30(10):1062-1067.

[6] 虞梓豪,刘瑾,杨海马,等 . 多频光栅物体高精度廓形三维测量及重建研究 [J]. 应用光学,2020,41(3):580-585.

[7] 于国辉 . 指纹的三维形貌测量 [D]. 大连:辽宁师范大学,2020.

[8] CHEN X C,CHEN S P,LUO J,et al. Modified Gray-Level Coding Method for Absolute Phase Retrieval [J].Sensors,2017,17(10):2383.

[9] 周勇,邵珩,聂中原,等 . 改进的枝切法在散斑相位解包裹中的应用 [J]. 红外与激光工程,2021,50(10):125-134.

[10] ZHANG Z Y. A Flexible New Technique for Camera Calibration [J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2000,22(11):1330-1334.

[11] YANG J,LU Y R,TIAN Y,et al. Point cloud mosaic method based on improved ICP algorithm [J].Sensors and Microsystems,2018,37(9):41-43.


作者简介:宿景芳(1980—),女,汉族,河北石家庄人,讲师,博士,主要研究方向:图像识别、软件开发;周格(1995—),女,汉族,河北邯郸人,硕士研究生在读,主要研究方向:图像识别;马丽芳(1998—),女,汉族,河北张家口人,本科在读,主要研究方向:图像处理与识别。