A novel image enhancement algorithm based on stationary wavelet transform for infrared thermography to the de-bonding defect in solid rocket motors

Mechanical Systems and Signal Processing

Volumn 62, Issue , 2015, Pages 366-380

  Liu, Tao ^a,b   Zhang, Wei ^c   Yan, Shaoze ^a  

^a TSINGHUA UNIVERSITY   (China)

^b Fan Gong ting South Street on the 12th   (China)

^c XI'AN RESEARCH INSTITUTE OF HIGH TECHNOLOGY   (China)

Author keywords

De bonding defect; Image enhancement; Index low passing filter; Infrared thermography; Nonlinear transformation; Stationary wavelet transform

Indexed keywords

CARBON FIBERS; DEFECTS; EDGE DETECTION; FILTRATION; HIGH STRENGTH STEEL; IMAGE COMPRESSION; ROCKETS; SOLID PROPELLANTS; STEEL FIBERS; THERMOGRAPHY (IMAGING); WAVELET DECOMPOSITION;

APPROXIMATION COEFFICIENTS; BONDING DEFECTS; CARBON FIBER COMPOSITE; IMAGE ENHANCEMENT ALGORITHM; INDEX LOW-PASSING FILTER; NON-LINEAR TRANSFORMATIONS; SOLID PROPELLANT ROCKET MOTOR; STATIONARY WAVELET TRANSFORMS;

IMAGE ENHANCEMENT;

EID: 84928613252     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2015.03.010     Document Type: Article

References (79)

1. 3-SiC oxidation protective coating for carbon/carbon composites Carbon 41 14 2003 2825 2829
2. F. Smeacetto, M. Ferraris, and M. Salvo Multilayer coating with self-sealing properties for carbon-carbon composites Carbon 41 11 2003 2105 2111
3. F. Qian-Gang Microstructure and anti-oxidation property of CrSi2-SiC coating for carbon/carbon composites Appl. Surf. Sci. 252 10 2006 3475 3480
4. N. Nazaryan Application of a He(Ne infrared laser source for detection of geometrical dimensions of cracks and scratches on finished surfaces of metals Opt. Lasers Eng. 2013
5. T. Sakagami, and S. Kubo, Development of a new crack identification method based on singular current field using differential thermography. in: Proceedings of the AeroSense99. 1999, International Society for Optics and Photonics.
6. T. Sakagami, and S. Kubo Applications of pulse heating thermography and lock-in thermography to quantitative nondestructive evaluations Infrared Phys. Technol. 43 3 2002 211 218
7. B. Oswald-Tranta Thermoinductive investigations of magnetic materials for surface cracks Quant. InfraRed Thermogr. J. 1 1 2004 33 46
8. Z. Zeng Support vector machines based defect recognition in SonicIR using 2D heat diffusion features NDT E Int. 47 2012 116 123
9. P. Broberg Surface crack detection in welds using thermography NDT E Int. 57 2013 69 73
10. Z. Liu, M. Genest, and D. Krys Processing thermography images for pitting corrosion quantification on small diameter ductile iron pipe NDT E Int. 47 2012 105 115
11. M.A. Omar Infrared thermography (IRT) and ultraviolet fluorescence (UVF) for the nondestructive evaluation of ballast tanks' coated surfaces NDT E Int. 40 1 2007 62 70
12. F.J. Madruga Application of infrared thermography to the fabrication process of nuclear fuel containers NDT E Int. 38 5 2005 397 401
13. D. Krewerth, A. Weidner, and H. Biermann Application of in situ thermography for evaluating the high-cycle and very high-cycle fatigue behaviour of cast aluminium alloy AlSi7Mg (T6) Ultrasonics 2013
14. T. Sakagami, S. Kubo, and Y. Teshima, Fatigue crack identification using near-tip singular temperature field measured by lock-in thermography. in: Proceedings of the AeroSense 2000. 2000, International Society for Optics and Photonics.
15. U. Meier Strengthening of structures using carbon fibre/epoxy composites Constr. Build. Mater. 9 6 1995 341 351
16. C. Ibarra-Castanedo Qualitative and quantitative assessment of aerospace structures by pulsed thermography Nondestruct.Test. Eval. 22 2-3 2007 199 215
17. N.P. Avdelidis Aircraft composites assessment by means of transient thermal NDT Prog. Aerosp. Sci. 40 3 2004 143 162
18. D. Bates Rapid thermal non-destructive testing of aircraft components Compos. Part B: Eng. 31 3 2000 175 185
19. N.P. Avdelidis, B.C. Hawtin, and D.P. Almond Transient thermography in the assessment of defects of aircraft composites NDT E Int. 36 6 2003 433 439
20. Y. Liu Pulsed thermography of composite components used in aerospace applications J. Aeronaut. Mater. 1 2012 017
21. W.L. Lai A study of full-field debond behaviour and durability of CFRP-concrete composite beams by pulsed infrared thermography (IRT) NDT E Int. 2012 112 121 52 2012 112 121
22. N.P. Avdelidis, B.C. Hawtin, and D.P. Almond Transient thermography in the assessment of defects of aircraft composites NDT E Int. 36 6 2003 433 439
23. R.J. Ball, and D.P. Almond The detection and measurement of impact damage in thick carbon fibre reinforced laminates by transient thermography NDT E Int. 31 3 1998 165 173
24. R. Usamentiaga Non-destructive inspection of drilled holes in reinforced honeycomb sandwich panels using active thermography Infrared Phys. Technol. 2012
25. R. Usamentiaga Non-destructive inspection of drilled holes in reinforced honeycomb sandwich panels using active thermography Infrared Phys. Technol. 2012
26. D. Chen Liquid ingress recognition in honeycomb structure by pulsed thermography Eur. Phys. J. Appl. Phys. 62 2013 20701
27. W. Zhang Thermal wave image reconstruction of bonding defects in missile engine shell Appl. Mech. Mater. 2011 1344 1349 58 2011 1344 1349
28. Zhang, W., et al. Infrared thermal wave nondestructive technology on the defect in the shell of solid rocket motor. in: Proceedings of the Fifth International Symposium on Advanced Optical Manufacturing and Testing Technologies. 2010, International Society for Optics and Photonics.
29. G. Jin Application of ultrasonic infrared thermal wave technique in detection and recognition of interface kissing damage J. Sichuan Univ.: Eng. Sci. Ed. 45 2 2013 167 175
30. Z. Zeng Depth prediction of non-air interface defect using pulsed thermography NDT E Int. 2012 39 45 48 2012 39 45
31. T.M. Lillesand, R.W. Kiefer, and J.W. Chipman Remote sensing and image interpretation[M] 2004 John Wiley & Sons Ltd., America Hoboken
32. R.J. Schalkoff Digital Image Processing and Computer Vision Vol. 286 1989 Wiley New York
33. Y. Wang, Z. He, and Y. Zi Enhancement of signal denoising and multiple fault signatures detecting in rotating machinery using dual-tree complex wavelet transform Mech. Syst. Signal Process. 24 1 2010 119 137
34. W.X.W.Z. Jinyu Zhang A novel compression algorithm for infrared thermal image sequence based on K-means method[J] Infra. Phy. Tech. 64 2014 18 25
35. J.Y. Zhang, and X.B.M.W. Research on the compression algorithm of the infrared thermal image sequence based on differential evolution and double exponential decay model Sci.World 2014 2014 1 9
36. S. Kim, and N. Kim Dynamic characteristics of suspension bridge hanger cables using digital image processing NDT E Int. 2013 25 33 59 2013 25 33
37. Z. Liu, M. Genest, and D. Krys Processing thermography images for pitting corrosion quantification on small diameter ductile iron pipe NDT E Int. 2012 105 115 47 2012 105 115
38. P. Broberg Surface crack detection in welds using thermography NDT E Int. 2013 69 73 57 2013 69 73
39. C. Maierhofer Non-destructive testing of Cu solder connections using active thermography NDT E Int. 2012 103 111 52 2012 103 111
40. B. Shakibi Resolution enhancement of ultrasonic defect signals for crack sizing NDT E Int. 2012 37 50 52 2012 37 50
41. S.D. Holland, and J. Renshaw Physics-based image enhancement for infrared thermography NDT E Int. 43 5 2010 440 445
42. V.T. Tran Thermal image enhancement using bi-dimensional empirical mode decomposition in combination with relevance vector machine for rotating machinery fault diagnosis Mech. Syst. Signal Process. 38 2 2013 601 614
43. X. Bai, F. Zhou, and B. Xue Image enhancement using multi scale image features extracted by top-hat transform Opt. Laser Technol. 44 2 2012 328 336
44. O.P. Verma High dynamic range optimal fuzzy color image enhancement using Artificial Ant Colony System Appl. Soft Comput. 12 1 2012 394 404
45. X. Xu, W. Liu, and S. Venkatesh An innovative face image enhancement based on principle component analysis Int. J. Machine Learn. Cybern. 3 4 2012 259 267
46. R.K. Jha, P.K. Biswas, and B.N. Chatterji Contrast enhancement of dark images using stochastic resonance IET Image Process. 6 3 2012 230 237
47. J. Chen Construction of customized redundant multiwavelet via increasing multiplicity for fault detection of rotating machinery Mech. Syst. Signal Process. 42 1 2014 206 224
48. M. Solís, M. Algaba, and P. Galvín Continuous wavelet analysis of mode shapes differences for damage detection Mech. Syst. Signal Process. 40 2 2013 645 666
49. Klepka, A. and T. Uhl, Identification of modal parameters of non-stationary systems with the use of wavelet based adaptive filtering. Mech. Syst. Signal Process., 2013.
50. G. Yan Structural damage detection using residual forces based on wavelet transform Mech. Syst. Signal Process. 24 1 2010 224 239
51. Y. Wang, Z. He, and Y. Zi Enhancement of signal denoising and multiple fault signatures detecting in rotating machinery using dual-tree complex wavelet transform Mech. Syst. Signal Process. 24 1 2010 119 137
52. W.L. Bayissa, N. Haritos, and S. Thelandersson Vibration-based structural damage identification using wavelet transform Mech. Syst. Signal Process. 22 5 2008 1194 1215
53. S. Zhong, and S.O. Oyadiji Crack detection in simply supported beams without baseline modal parameters by stationary wavelet transform Mech. Syst. Signal Process. 21 4 2007 1853 1884
54. E.L. Schukin, R.U. Zamaraev, and L.I. Schukin The optimisation of wavelet transform for the impulse analysis in vibration signals Mech. Syst. Signal Process. 18 6 2004 1315 1333
55. T.Y. Wu, and S.F. Lin A Method for Extracting Suspected Parotid Lesions in CT Images using Feature-based Segmentation and Active Contours based on Stationary Wavelet Transform Meas. Sci. Rev. 13 5 2013 237 247
56. Y. Chen, and Z. Cao Change detection of multispectral remote-sensing images using stationary wavelet transforms and integrated active contours Int. J. Remote Sens. 34 24 2013 8817 8837
57. H. Li Multifocus Image Fusion Scheme Using Feature Contrast of Orientation Information Measure in Lifting Stationary Wavelet Domain J. Inf. Sci. Eng. 29 2 2013 227 247
58. H. Li Multifocus Image Fusion Scheme Using Feature Contrast of Orientation Information Measure in Lifting Stationary Wavelet Domain J. Inf. Sci. Eng. 29 2 2013 227 247
59. Gupta, V., R. Mahle and A. Shukla. Removal of Gaussian noise from stationary image using shift invariant wavelet transform. in: Proceedings of the IEEE Tenth International Conference on Wireless and Optical Communications Networks (WOCN), 2013.
60. Liu, Y., Q. Liu and F. Yu. A new testing method of SNR for cooled CCD imaging camera based on stationary wavelet transform. in: Proceedings of the ISPDI 2013-Fifth International Symposium on Photoelectronic Detection and Imaging. International Society for Optics and Photonics, 2013.
61. Nagarjuna, P.V. and K. Ranjeet. Robust blind digital image watermarking scheme based on stationary wavelet transform. in: Proceedings of the IEEE Sixth International Conference on Contemporary Computing (IC3), 2013.
62. E. Matsuyama A Modified Undecimated Discrete Wavelet Transform Based Approach to Mammographic Image Denoising J. Digit. Imaging 2012 1 11
63. Z. Houkui An Image Fusion Method Based on the Second Generation Curvelet and Stationary Wavelet Transform Inf. Control 3 2012 003
64. Song, X., D. Yamg and X. Qi. Image denoising via combining contourlet and stationary-wavelet transform. in:Proceedings of the Fourth International Conference on Machine Vision (ICMV 11). International Society for Optics and Photonics, 2012.
65. K.K. Warhade, S.N. Merchant, and U.B. Desai Shot boundary detection in the presence of fire flicker and explosion using stationary wavelet transform Signal, Image Video Process. 5 4 2011 507 515
66. P. Zhang SAR image despeckling using modified particle filter based on stationary wavelet transform Dianzi Xuebao(Acta Electron. Sinica) 39 10 2011 2300 2306
67. H. Demirel, and G. Anbarjafari Image resolution enhancement by using discrete and stationary wavelet decomposition IEEE Trans Image Process. 20 5 2011 1458 1460
68. A. Demirhan, and ̄. Güler Combining stationary wavelet transform and self-organizing maps for brain MR image segmentation Eng. Appl. Artif. Intell. 24 2 2011 358 367
69. Y. Chai, H.F. Li, and J.F. Qu Image fusion scheme using a novel dual-channel PCNN in lifting stationary wavelet domain Opt. Commun. 283 19 2010 3591 3602
70. C. Zhang, C.J. Duanmu, and X. Wang Segmentation of typhoon cloud image by combining a discrete stationary wavelet transform with a continuous wavelet transform Int. J. Remote Sens. 31 4 2010 941 967
71. T.J. Li, and Y.Y. Wang Fusion of GFP fluorescent and phase contrast images using stationary wavelet transform based variable-transparency method Opt. Precis. Eng. 17 11 2009 2871 2879
72. P. Dutilleux An implementation of the "algorithme à trous" to compute the wavelet transform[M]//Wavelets 1989 Springer Berlin Heidelberg 298 304
73. S. Solbo, and T. Eltoft A stationary wavelet-domain wiener filter for correlated speckle IEEE Trans Geosci. Remote Sens. 46 4 2008 1219 1230
74. X.H. Wang, R.S. Istepanian, and Y.H. Song Microarray image enhancement by denoising using stationary wavelet transform IEEE Trans. NanoBiosci. 2 4 2003 184 189
75. H. Cheng, and H. Xu A novel fuzzy logic approach to mammogram contrast enhancement Inf. Sci. 148 1 2002 167 184
76. M. Nasri, and H. Nezamabadi-pour Image denoising in the wavelet domain using a new adaptive thresholding function Neurocomputing 72 4 2009 1012 1025
77. M. Seow, and V.K. Asari Ratio rule and homomorphic filter for enhancement of digital colour image Neurocomputing 69 7 2006 954 958
78. R.C. Gonzalez, R.E. Woods, and S.L. Eddins Digital Image Processing Using MATLAB 2004 Pearson Education India 436
79. R M Donovan, E Goldstein, and Y Kim A quantitative method for the analysis of cell shape and locomotion[J] Histochemistry 84 4-6 1986 525 529