메뉴 건너뛰기




Volumn 49, Issue 3, 2007, Pages 154-159

Automatic classification of weld defects using simulated data and an MLP neural network

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; DEFECTS; INSPECTION; MULTILAYER NEURAL NETWORKS; RADIOGRAPHY; STATISTICAL METHODS;

EID: 33947504825     PISSN: 13542575     EISSN: None     Source Type: Journal    
DOI: 10.1784/insi.2007.49.3.154     Document Type: Article
Times cited : (62)

References (28)
  • 1
    • 0032095135 scopus 로고    scopus 로고
    • 'An automated radiographic NDT system for weld inspection: Part II: Flaw, detection'
    • T W Liao and Y M Li. 'An automated radiographic NDT system for weld inspection: Part II: Flaw, detection', NDT& E International, Vol 31. No 3, pip 183-192, 1998.
    • (1998) NDT& E International , vol.31 , Issue.3 , pp. 183-192
    • Liao, T.W.1    Li, Y.M.2
  • 2
    • 25944480699 scopus 로고    scopus 로고
    • 'Human factors: The NDE reliability of routine radiographic film evaluation'
    • Roma. (Accessed: 26 July 2006)
    • F Fucsok and M Scharmach. 'Human factors: The NDE reliability of routine radiographic film evaluation', Proceedings of 15th World Coference on Non-Destructive Testing, Roma 2000. http://www.ndl.net/article/wendt00/ papers/idn740/idn740.htm. (Accessed: 26 July 2006).
    • (2000) Proceedings of 15th World Coference on Non-Destructive Testing
    • Fucsok, F.1    Scharmach, M.2
  • 3
    • 0035314107 scopus 로고    scopus 로고
    • 'Defect detection in X-ray images using fuzzy reasoning'
    • V Lashkia, 'Defect detection in X-ray images using fuzzy reasoning', Image and Vision Computing. Vol 19, pp 261-269, 2001.
    • (2001) Image and Vision Computing , vol.19 , pp. 261-269
    • Lashkia, V.1
  • 4
    • 0030174686 scopus 로고    scopus 로고
    • 'An automated radiographic NDT system for weld inspection: Part I - Flaw detection'
    • T W Liao and J W Ni, 'An automated radiographic NDT system for weld inspection: Part I - Haw detection', NDT& E International, Vol 29. No 3. pp 157-162, 1996.
    • (1996) NDT& E International , vol.29 , Issue.3 , pp. 157-162
    • Liao, T.W.1    Ni, J.W.2
  • 5
    • 0031121987 scopus 로고    scopus 로고
    • 'Automated extraction of welds from digitized radiographic images based on MLP neural networks'
    • T W Liao and K Tang, 'Automated extraction of welds from digitized radiographic images based on MLP neural networks', Applied Intelligence. Vol 11. pp 197-218, 1997.
    • (1997) Applied Intelligence , vol.11 , pp. 197-218
    • Liao, T.W.1    Tang, K.2
  • 6
    • 0034226588 scopus 로고    scopus 로고
    • 'Extraction of welds from radiographic images with fuzzy classifiers'
    • T W Liao, D M Li and Y M Li, 'Extraction of welds from radiographic images with fuzzy classifiers'. Information Science, Vol 126. pp 21-42, 2000.
    • (2000) Information Science , vol.126 , pp. 21-42
    • Liao, T.W.1    Li, D.M.2    Li, Y.M.3
  • 8
    • 0000378359 scopus 로고
    • 'Image processing for non-destructive testing'
    • K Murakami, 'Image processing for non-destructive testing'. Welding International. Vol 4 No 2, pp 144-149, 1990.
    • (1990) Welding International , vol.4 , Issue.2 , pp. 144-149
    • Murakami, K.1
  • 9
    • 0032340741 scopus 로고    scopus 로고
    • 'Defect detection in partially completed SAW and TIG welds using online radioscopy and image processing'
    • G Bonser and S W Lawson, 'Defect detection in partially completed SAW and TIG welds using online radioscopy and image processing', Proceedings of SPIE: Process Control and Sensors for Manufacturing, Vol 3399, pp 231-239, 1998.
    • (1998) Proceedings of SPIE: Process Control and Sensors for Manufacturing , vol.3399 , pp. 231-239
    • Bonser, G.1    Lawson, S.W.2
  • 10
    • 0002851299 scopus 로고    scopus 로고
    • 'Automatic detection and characteristics of aluminum weld defects: Comparison between radiography, radioscopy and human interpretation'
    • Copenhagen, 26-29 May
    • V Kaftandijan, 'Automatic detection and characteristics of aluminum weld defects: comparison between radiography, radioscopy and human interpretation'. Proceedings of the 7th European Conference on Non-Destructive Testing. pp 1179-1186, Copenhagen, 26-29 May 1998.
    • (1998) Proceedings of the 7th European Conference on Non-Destructive Testing , pp. 1179-1186
    • Kaftandijan, V.1
  • 12
    • 2442626918 scopus 로고    scopus 로고
    • 'Assessment of welding defects for gas pipeline radiographs using computer vision'
    • H I Shafeeka, E S Gaidelmawlab, A A Abdel-Shafyb and I M Elewab, 'Assessment of welding defects for gas pipeline radiographs using computer vision', NDT&E International, Vol 37, pp 291-299, 2004.
    • (2004) NDT&E International , vol.37 , pp. 291-299
    • Shafeeka, H.I.1    Gadelmawlab, E.S.2    Abdel-Shafyb, A.A.3    Elewab, I.M.4
  • 13
    • 0032095135 scopus 로고    scopus 로고
    • 'An automated radiographic NDT system, for weld impaction: Part II - Flaw Detection'
    • T W Liao and Y M Li, 'An automated radiographic NDT system, for weld impaction: Part II - Flaw Detection'. NDT & E International. Vol 31 No 3, pp 183-192, 1998.
    • (1998) NDT & E International , vol.31 , Issue.3 , pp. 183-192
    • Liao, T.W.1    Li, Y.M.2
  • 14
    • 0033360253 scopus 로고    scopus 로고
    • 'Detection of welding flaws from radiographic images with fuzzy clustering methods'
    • T W Liao, D-M Li and Y-M Li, 'Detection of welding flaws from radiographic images with fuzzy clustering methods'. Fuzzy Sets and Systems Vol 108, pp 145-158, 1999.
    • (1999) Fuzzy Sets and Systems , vol.108 , pp. 145-158
    • Liao, T.W.1    Li, D.-M.2    Li, Y.-M.3
  • 16
    • 0034746283 scopus 로고    scopus 로고
    • 'A comparison between neural network and decision trees based no data from industrial radiographic testing'
    • P Perner, U Zscherpel and C Jacobsen, 'A comparison between neural network and decision trees based no data from industrial radiographic testing', Pattern Recognition Letters, Vol 22, pp 47-54, 2001.
    • (2001) Pattern Recognition Letters , vol.22 , pp. 47-54
    • Perner, P.1    Zscherpel, U.2    Jacobsen, C.3
  • 17
    • 0034582060 scopus 로고    scopus 로고
    • 'Computer aided processing of industrial radiographs'
    • Z Feher. 'Computer aided processing of industrial radiographs', Periodica Polytechnica Ser. E1. Eng, 44(3-4), 241-248, 2001.
    • (2001) Periodica Polytechnica Ser. E1. Eng , vol.44 , Issue.3-4 , pp. 241-248
    • Feher, Z.1
  • 18
    • 0033341824 scopus 로고    scopus 로고
    • 'Application of artificial neural network to discrimination of defect type in automatic radiographic testing of welds'
    • K Aoki and Y Suga, 'Application of artificial neural network to discrimination of defect type in automatic radiographic testing of welds', ISIJ International, Vol 39, No 10, pp 1081-1097, 1999.
    • (1999) ISIJ International , vol.39 , Issue.10 , pp. 1081-1097
    • Aoki, K.1    Suga, Y.2
  • 19
    • 0036896595 scopus 로고    scopus 로고
    • 'Automatic identification of different types of welding defects in radiographic images'
    • G Wang and T W Liao, 'Automatic identification of different types of welding defects in radiographic images'. NDT&E International, Vol 35, pp 519-528, 2002.
    • (2002) NDT&E International , vol.35 , pp. 519-528
    • Wang, G.1    Liao, T.W.2
  • 20
  • 26
    • 0026741340 scopus 로고
    • 'A fast algorithm for active contours and curvature estimation'
    • D J Williams, and M Shah. 'A fast algorithm for active contours and curvature estimation'. CVGIP: Image Understanding, Vol 55, pp 14-26, 1992.
    • (1992) CVGIP: Image Understanding , vol.55 , pp. 14-26
    • Williams, D.J.1    Shah, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.