期刊文献+

图像融合在探测混凝土结构内部损伤中的应用

An Application of Image Fusion Technology to Detection of Concrete Interior Damage
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摘要 图像融合是指综合两个或多个源图像的信息,以获取对同一对象更为精确、更为全面的图像描述。该文简单介绍了几种主要的图像融合方法,对基于多分辨率小波变换融合算法进行了较为全面的阐述,并对两类基于区域的图像融合规则进行改进。通过对埋设在混凝土梁构件内部模拟的缺陷进行实验论证,采用小波变换法对红外图像进行融合,结果表明:对于探测混凝土内部缺陷,采用基于本文所提出的融合规则的小波变换法进行图像融合,融合效果有明显的改善。 The objective of image fusion is to combine information from multiple images of the same scene to acquire more exact and comprehensive description of the image.In this paper,several image fusion methods are briefly discussed. The wavelet transform algorithm based on multi-resolution analysis is expounded in detail.In addition,the two regionbased image fusion rules are proposed.An experiment of detecting the concrete beams interior damage by infrared thermography,is also carried out in the paper, The experimental result shows that the fused image is more efficient in detecting interior damage of the concrete adopted by the wavelet transform algorithm based on the fusion rules proposed by the paper.
出处 《计算机工程与应用》 CSCD 北大核心 2005年第26期188-192,196,共6页 Computer Engineering and Applications
基金 国家"十五"攻关项目(编号:2002BA806B-4)
关键词 图像融合 小渡变换 融合规则 红外图像 缺陷检测 image fusion, wavelet transform, fusion rule, infrared imaging, damage detection
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参考文献18

  • 1蒋晓瑜,高稚允,周立伟.基于小波变换的多分辨图像融合[J].北京理工大学学报,1997,17(4):458-463. 被引量:29
  • 2刘贵喜,杨万海.基于小波分解的图像融合方法及性能评价[J].自动化学报,2002,28(6):927-934. 被引量:136
  • 3Clark M R et al.Application of infrared thermography to the nondestructive testing of concrete and masonry briges[J].NDT and E International, 2003 ; 36 (4) : 265 -275.
  • 4Kamoi Arao et al.Studying the inspection limits in detecting buried objects by using infrared thermography[C].In:proceedings of SPIE-the International Society for Optical Engineering,v5073,2003:339-344.
  • 5D J Titman.Applications of thermography in non-destructive testing of structures[J].NDT&E International,2001 ;34:149-154.
  • 6C A Balaras,A A Argiriou.Infrared thermography for building diagnostics[J].Energy and Buildings,2002;34:171-183.
  • 7D L Hall,J Llinas.An introduction to multi-sensor data fusion[J].Proc IEEE, 1997 ; 85 ( 1 ) : 6-23.
  • 8Carper W Jet al.The use of intensity-hue-saturation transformations for merging SPOT panchromatic and multispectral image data[J].Photogram Eng Remote Sens,1990;56:459-467.
  • 9Toet A,van Ruyven,L J.Merging thermal and visual images by a contrast pyramid [J].Optical Engineering,1989;28(7):789-792.
  • 10H Li,B Set al.Muhisensor Image Fusion Using the Wavelet Transform[J].Graphical Models and Image Processing, 1995 ; 57 (3) : 235 -245.

二级参考文献7

  • 1[1]Luo R C, Kay M G. Multisensor Integration And Fusion For Intelligent Machines And Systems. New Jersey: Ablex Publishing Corporation, 1995. 1~25
  • 2[2]Varshney P K. Multisensor data fusion. Electronics & Communication Engineering Journal, 1997,9(6):245~253
  • 3[3]Yocky D A. Image merging and data fusion by means of the discrete two-dimensional wavelet transform. Journal of Optical Society of America, 1995, 12(9):1834~1841
  • 4[4]Nunez J, Otazu X, Fors O, Prades A, Pala V, Arbiol R. Multiresolution-based image fusion with additive wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing, 1999,37(3):1204~1211
  • 5[5]Mallat S G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989,11(7):674~693
  • 6[6]Mallat S G. A Wavelet Tour of Signal Processing. San Diego: Academic Press, 1998.302~310
  • 7[7]Campbell F W, Robson J. Application of Fourier analysis to the visibility of gratings. Journal of Physiology, 1968,197:551~556

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