Volume 32 Issue 9
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Temperature indicating paint image isotherm extraction algorithm[J]. Journal of Aerospace Power, 2017, 32(9): 2095-2099. doi: 10.13224/j.cnki.jasp.2017.09.007
Citation: Temperature indicating paint image isotherm extraction algorithm[J]. Journal of Aerospace Power, 2017, 32(9): 2095-2099. doi: 10.13224/j.cnki.jasp.2017.09.007
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Temperature indicating paint image isotherm extraction algorithm

doi: 10.13224/j.cnki.jasp.2017.09.007
  • Received Date: 2016-01-18
  • Publish Date: 2017-09-28
    Abstract
  • The feature of isotherm in temperature indicating paints (TIP) images was analyzed, four kinds of edge extraction algorithms were experimented and compared, extracting isotherms with Canny edge extraction was suggested and the Kmeans clustering algorithm was used before the edge extraction. The Kmeans clustering and Canny edge extraction were improved. Two methods of choosing the Kmeans initial centers were proposed, which were more suitable for TIP image segmentation. The Canny algorithm to detect isotherms with higher quality was improved. The algorithm could extract clear and continuous isotherms fast. Experimental results show that the algorithm proposed runs well, and satisfies the engineering application needs. Now it has been well applied in TIP automatic temperature interpretation software development.

     

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    • References(18)
  • [1]
    李杨,李志敏,熊兵,等.航空发动机涡轮叶片温度测量技术现状与发展［R］.贵阳：第15届中国科协年会,2013.
    [2]
    李杨,陈洪敏,熊庆荣.不可逆示温涂料的发展及应用［J］.中国涂料,2010,25(5):16-19. LI Yang,CHEN Hongmin,XIONG Qingrong.Development and application of irreversible temperature indicating coatings［J］.China Coatings,2010,25(5):16-19.(in Chinese)
    [3]
    LANG W,GARDNER A D,Mariappan S,et al.Boundarylayer transition on a rotor blade measured by temperaturesensitive paint,thermal imaging and image derotation［J］.Experiments in Fluids,2015,56(6):1-14.
    [4]
    邓进军, 李凯, 王云龙,等.航空发动机内壁高温测试技术\[J\].微纳电子技术,2015,52(3):178-184. DENG Jinjun,LI Kai,WANG Yunlong, et al.High temperature measurement technology of aeroengine internal surface\[J\].Micronanoelectronic Technology,2015, 52(3):178-184.(in Chinese)
    [5]
    LORENZ M,HORBACH T,SCHULZ A,et al.A novel measuring technique utilizing temperature sensitive pain：measurement procedure,validation,application,and comparison with infrared thermography［J］.Journal of Turbomachinery,2013,135(3):420-431.
    [6]
    LEE J J,DUTTON J C,JACOBI A M.Application of temperaturesensitive paint for surface temperature measurement in heat transfer enhancement applications［J］.Journal of Mechanical Science and Technology,2007,21(8):1253-1262.
    [7]
    IRELAND P T,JONES T V.Liquid crystal measurements of heat transfer and surface shear stress［J］.Measurement Science and Technology,2000,11(7):969-986.
    [8]
    CANNY J.A computational approach to edge detection［J］.IEEE Transactions on Pattern Analysis and Machine Intelligence,1986,8(6):679-698.
    [9]
    李俊山,马颖,赵方舟,等.改进的Canny图像边缘检测算法［J］.光子学报,2011,40(增刊1):50-54. LI Junshan,MA Ying,ZHAO Fangzhou.et al.A novel arithmetic of image edge detection of Canny operator［J］.Acta Photonica Sinica,2011,40(Suppl.1):50-54.(in Chinese)
    [10]
    XU Q,VARADARAJAN S,CHAKRABARTI C,et al.A distributed canny edge detector:algorithm and FPGA implementation［J］.IEEE Transactions on Image Processing,2014,23(7):2944-2960.
    [11]
    RAY K.Unsupervised edge detection and noise detection from a single image［J］.Pattern Recognition,2013,46(8):2067-2077.
    [12]
    PAN X,YE Y,CHENG J,et al.Composite derivative and edge detection［J］.Signal Image and Video Processing,2014,8(3):523-531
    [13]
    ZHANG X,LIU C.An ideal image edge detection scheme［J］.Multidimensional Systems and Signal Processing,2014,25(4):659-681.
    [14]
    王荣华,杜平安,黄明镜,等.基于等温线温度识别的示温漆温度自动识别算法［J］.电子测量与仪器学报,2010,24(6):542-547. WANG Ronghua,DU Pingan,HUANG Mingjing,et al.Automatic recognition algorithm for temperaturesensitive paints temperature based on isotherm temperature identification［J］.Journal of Electronic Measurement and Instrument,2010,24(6):542-547.(in Chinese)
    [15]
    熊忠阳,陈若田,张玉芳.一种有效的Kmeans聚类中心初始化方法［J］.计算机应用研究,2011,28(11):4188-4190. XIONG Zhongyang，CHEN Ruotian，ZHANG Yufang.Effective method for cluster centers initialization in Kmeans clustering［J］.Application Research of Computers,2011,28(11):4188-4190.(in Chinese)
    [16]
    黄震华,向阳,张波,等.一种进行Kmeans聚类的有效方法［J］.模式识别与人工智能,2010,23(4):516-521. HUANG Zhenhua,XIANG Yang,ZHANG Bo,et al.An efficient method for Kmeans clustering［J］.Pattern Recognition and Artificial Intelligence,2010,23(4):516-521.(in Chinese)
    [17]
    ARTHUR D,VASSILVITSKII S.Kmeans++: the advantages of careful seeding\[R\].New Orleans, Louisiana： The 18th Annual Association for Computing MachinerySociety for Industrial and Applied Mathematics (ACMSIAM) Symposium on Discrete Algorithms, 2007.
    [18]
    JUANG L H,WU M N.MRI brain lesion image detection based on colorconverted Kmeans clustering segmentation［J］.Measurement,2010,43(7):941-949.
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