
浏览全部资源
扫码关注微信
1.中国科学院 长春光学精密机械与物理研究所 应用光学国家重点实验室, 吉林 长春 130033
2.中国科学院大学, 北京 100049
3.航天材料及工艺研究所, 北京 100071
[ "丁超(1995-), 男, 天津人, 硕士研究生, 2018年于南开大学获得学士学位, 主要从事红外无损检测方面的研究。E-mail: 2746356552@qq.com" ]
[ "李大禹(1979-), 男, 吉林长春人, 副研究员, 2007年于中国科学院长春光学精密机械与物理研究获得博士学位, 主要从事智能光学与计算成像的研究。E-mail:lidayu@ciomp.ac.cn" ]
收稿日期:2021-02-08,
修回日期:2021-03-23,
纸质出版日期:2021-11
移动端阅览
丁超, 金珂, 王少鑫, 等. 复合材料红外热波检测图像处理及投影标注技术[J]. 液晶与显示, 2021,36(11):1545-1553.
Chao DING, Ke JIN, Shao-xin WANG, et al. Image processing and projection annotation technology of composite material infrared thermal wave inspection[J]. Chinese journal of liquid crystals and displays, 2021, 36(11): 1545-1553.
丁超, 金珂, 王少鑫, 等. 复合材料红外热波检测图像处理及投影标注技术[J]. 液晶与显示, 2021,36(11):1545-1553. DOI: 10.37188/CJLCD.2021-0043.
Chao DING, Ke JIN, Shao-xin WANG, et al. Image processing and projection annotation technology of composite material infrared thermal wave inspection[J]. Chinese journal of liquid crystals and displays, 2021, 36(11): 1545-1553. DOI: 10.37188/CJLCD.2021-0043.
为实现对复合材料内部缺陷进行无损检测并对缺陷位置进行准确标记,本文提出了红外热波检测投影标注方法。利用红外热像仪获得闪光灯脉冲激励下样品的红外图像序列,并通过时间采样优化的脉冲相位算法进行处理,增强缺陷的检测效果,再通过自动阈值对缺陷位置进行提取并由投影仪将提取结果投射到样品表面。针对投影仪与热像仪视角差异等因素引起的图像畸变问题,本文提出了一种可见-红外相机辅助标定方法,通过辅助相机对投影仪进行标定,建立投影仪与热像仪的空间坐标关系,对缺陷提取结果进行畸变矫正,提高缺陷标记的精确度。实验结果表明,该缺陷检测及标记方法对不同大小缺陷的面积标记误差在10%以内,中心标记误差在3 mm以内,可以对材料内部缺陷进行较为精确的标记。
In order to realize the non-destructive inspection of the internal defects of composite materials and the accurate marking of the defect positions
this paper proposes a projection labeling method for infrared thermal wave detection. This system uses thermal imaging camera to obtain the infrared image sequence of the sample under the flashlight's pulse excitation
and processes it by the pulse phase thermography optimized by sampling time to enhance the detection effect of the defect
and then uses the automatic threshold to extract the defect position and project the extraction results onto the sample surface through a projector. To solve the problem of image distortion caused by factors such as the viewing angle difference between the projector and the thermal imager
this paper proposes a visible-infrared camera-assisted calibration method. The auxiliary camera is used to calibrate the projector and establish the spatial coordinate relationship between the projector and the thermal imager to correct the distortion of the defect extraction results and improve the accuracy of defect marking. The measurement experiment results show that the defect non-destructive testing and marking method can mark the area of different size defects within 10%
and the center mark errors are within 3 mm
which can accurately mark the internal defects of the material.
张 晓虎 , 孟 宇 , 张 炜 . 碳纤维增强复合材料技术发展现状及趋势 . 纤维复合材料 , 2004 . 21 ( 1 ): 50 - 53, 58 . DOI: 10.3969/j.issn.1003-6423.2004.01.015 http://doi.org/10.3969/j.issn.1003-6423.2004.01.015 .
X H ZHANG , Y MENG , W ZHANG . The state of the art and trend of carbon fiber reinforced composites . Fiber Composites , 2004 . 21 ( 1 ): 50 - 53, 58 . DOI: 10.3969/j.issn.1003-6423.2004.01.015 http://doi.org/10.3969/j.issn.1003-6423.2004.01.015 .
赵 渠森 . 先进复合材料及其应用 . 航空制造技术 , 2002 . ( 10 ): 22 - 27, 34 . DOI: 10.3969/j.issn.1671-833X.2002.10.012 http://doi.org/10.3969/j.issn.1671-833X.2002.10.012 .
Q S ZHAO . Advanced composite and its application . Aeronautical Manufacturing Technology , 2002 . ( 10 ): 22 - 27, 34 . DOI: 10.3969/j.issn.1671-833X.2002.10.012 http://doi.org/10.3969/j.issn.1671-833X.2002.10.012 .
顾 轶卓 , 张 佐光 , 李 敏 , 等 . 复合材料变厚层板热压成型缺陷类型与成因实验研究 . 复合材料学报 , 2008 . 25 ( 2 ): 41 - 46 . DOI: 10.3321/j.issn:1000-3851.2008.02.008 http://doi.org/10.3321/j.issn:1000-3851.2008.02.008 .
Y Z GU , Z G ZHANG , M LI , 等 . Experimental study on type and cause of defects in variable thickness composite laminates during hot pressing process . Acta Materiae Compositae Sinica , 2008 . 25 ( 2 ): 41 - 46 . DOI: 10.3321/j.issn:1000-3851.2008.02.008 http://doi.org/10.3321/j.issn:1000-3851.2008.02.008 .
何 嘉武 , 张 超省 , 冯 辅周 , 等 . 红外热波无损检测技术的研究现状及应用 . 振动与冲击 , 2010 . 29 ( S ): 293 - 296 . https://cpfd.cnki.com.cn/Article/CPFDTOTAL-ZGZH201008003094.htm https://cpfd.cnki.com.cn/Article/CPFDTOTAL-ZGZH201008003094.htm .
J W HE , C S ZHANG , F Z FENG , 等 . Research & application of infrared thermal wave nondestructive detection technology . Journal of Vibration and Shock , 2010 . 29 ( S ): 293 - 296 . https://cpfd.cnki.com.cn/Article/CPFDTOTAL-ZGZH201008003094.htm https://cpfd.cnki.com.cn/Article/CPFDTOTAL-ZGZH201008003094.htm .
D P ALMOND , S K LAU . Edge effects and a method of defect sizing for transient thermography . Applied Physics Letters , 1993 . 62 ( 25 ): 3369 - 3371 . DOI: 10.1063/1.109074 http://doi.org/10.1063/1.109074 .
郭 兴旺 , 高 功臣 , 吕 珍霞 . 基于奇异值分解的红外热图像序列处理 . 北京航空航天大学学报 , 2006 . 32 ( 8 ): 937 - 940 . DOI: 10.3969/j.issn.1001-5965.2006.08.015 http://doi.org/10.3969/j.issn.1001-5965.2006.08.015 .
X W GUO , G C GAO , Z X LÜ . Infrared image sequence processing based on singular value decomposition . Journal of Beijing University of Aeronautics and Astronautics , 2006 . 32 ( 8 ): 937 - 940 . DOI: 10.3969/j.issn.1001-5965.2006.08.015 http://doi.org/10.3969/j.issn.1001-5965.2006.08.015 .
汪 子君 , 邱 俨睿 , 杨 宏霄 , 等 . 基于鲁棒Otsu的红外无损检测缺陷分割算法 . 红外与激光工程 , 2019 . 48 ( 2 ): 0204004 https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201902013.htm https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201902013.htm .
Z J WANG , Y R QIU , H X YANG , 等 . Algorithm for defect segmentation in infrared nondestructive testing based on robust Otsu . Infrared and Laser Engineering , 2019 . 48 ( 2 ): 0204004 https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201902013.htm https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201902013.htm .
徐 芳 , 刘 晶红 , 王 宣 . 基于标定的CCD图像畸变校正方法研究 . 液晶与显示 , 2013 . 28 ( 4 ): 633 - 640 . DOI: 10.3788/YJYXS20132804.0633 http://doi.org/10.3788/YJYXS20132804.0633 .
F XU , J H LIU , X WANG . Distortion correction method for CCD image based on calibration . Chinese Journal of Liquid Crystals and Displays , 2013 . 28 ( 4 ): 633 - 640 . DOI: 10.3788/YJYXS20132804.0633 http://doi.org/10.3788/YJYXS20132804.0633 .
张 坤华 , 王 敬儒 , 张 启衡 . 复杂背景下扩展目标的分割算法研究 . 红外与毫米波学报 , 2002 . 21 ( 3 ): 233 - 237 . DOI: 10.3321/j.issn:1001-9014.2002.03.017 http://doi.org/10.3321/j.issn:1001-9014.2002.03.017 .
K H ZHANG , J R WANG , Q H ZHANG . Segmentation of extended target in complex environment . Journal of Infrared and Millimeter Waves , 2002 . 21 ( 3 ): 233 - 237 . DOI: 10.3321/j.issn:1001-9014.2002.03.017 http://doi.org/10.3321/j.issn:1001-9014.2002.03.017 .
田裕鹏. 红外辐射成像无损检测关键技术研究[D]. 南京: 南京航空航天大学, 2009.
TIAN Y P. Research on key technologies of infrared radiation imaging non-destructive testing[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2009. (in Chinese)
陶 胜杰 , 杨 正伟 , 田 干 , 等 . 红外脉冲相位热像检测效率提高方法 . 红外与激光工程 , 2016 . 45 ( 5 ): 0504005 https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201605007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201605007.htm .
S J TAO , Z W YANG , G TIAN , 等 . Method for improving detection efficiency using infrared pulse phase thermography . Infrared and Laser Engineering , 2016 . 45 ( 5 ): 0504005 https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201605007.htm https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201605007.htm .
周 前飞 , 刘 晶红 , 居 波 , 等 . 面阵CCD航空相机斜视图像的几何校正 . 液晶与显示 , 2015 . 30 ( 3 ): 505 - 513 . DOI: 10.3788/YJYXS20153003.0505 http://doi.org/10.3788/YJYXS20153003.0505 .
Q F ZHOU , J H LIU , B JU , 等 . Geometric correction of oblique images for array CCD aerial cameras . Chinese Journal of Liquid Crystals and Displays , 2015 . 30 ( 3 ): 505 - 513 . DOI: 10.3788/YJYXS20153003.0505 http://doi.org/10.3788/YJYXS20153003.0505 .
KIMURA M, MOCHIMARU M, KANADE T. Projector calibration using arbitrary planes and calibrated camera[C]//2007 IEEE Conference on Computer Vision & Pattern Recognition . Minneapolis, MN, USA: IEEE, 2007: 1-2.
葛 宝臻 , 李 晓洁 , 邱 实 . 基于共面点直接线性变换的摄像机畸变校正 . 中国激光 , 2010 . 37 ( 2 ): 488 - 494 . https://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ201002040.htm https://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ201002040.htm .
B Z GE , X J LI , S QIU . Camera lens distortion correction based on coplanar point direct liner transformation . Chinese Journal of Lasers , 2010 . 37 ( 2 ): 488 - 494 . https://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ201002040.htm https://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ201002040.htm .
Z ZHANG . A flexible new technique for camera calibration . IEEE Transactions on Pattern Analysis and Machine Intelligence , 2000 . 22 ( 11 ): 1330 - 1334 . DOI: 10.1109/34.888718 http://doi.org/10.1109/34.888718 .
姜 雨彤 , 杨 进华 , 刘 钊 , 等 . 双目CCD测距系统的高精度标定 . 计算机工程 , 2013 . 39 ( 7 ): 228 - 232 . DOI: 10.3969/j.issn.1000-3428.2013.07.051 http://doi.org/10.3969/j.issn.1000-3428.2013.07.051 .
Y T JIANG , J H YANG , Z LIU , 等 . High precision calibration of binocular CCD ranging system . Computer Engineering , 2013 . 39 ( 7 ): 228 - 232 . DOI: 10.3969/j.issn.1000-3428.2013.07.051 http://doi.org/10.3969/j.issn.1000-3428.2013.07.051 .
0
浏览量
134
下载量
1
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621