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Volumn 15, Issue 1, 2004, Pages 69-85

Fuzzy reasoning based automatic inspection of radiographic welds: Weld recognition

Author keywords

Feature extraction; Fuzzy expert system; Fuzzy rules extraction; Pattern recognition; Radiography; Welding

Indexed keywords

ALGORITHMS; COMPUTER AIDED DESIGN; EXPERT SYSTEMS; FEATURE EXTRACTION; IMAGE SEGMENTATION; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; MULTILAYER NEURAL NETWORKS; RADIOGRAPHY; WELDS; X RAY ANALYSIS;

EID: 1042300747     PISSN: 09565515     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:JIMS.0000010076.56537.07     Document Type: Article
Times cited : (22)

References (35)
  • 1
    • 0033341824 scopus 로고    scopus 로고
    • Application of artificial neural network to discrimination of defect type in automatic radiographic testing of welds
    • Aoki, L. and Suga, Y. (1999) Application of artificial neural network to discrimination of defect type in automatic radiographic testing of welds. ISIJ International, 39(10), 1081-1087.
    • (1999) ISIJ International , vol.39 , Issue.10 , pp. 1081-1087
    • Aoki, L.1    Suga, Y.2
  • 4
    • 0030193278 scopus 로고    scopus 로고
    • Online rescheduling of mass rapid transit systems: Fuzzy expert system approach
    • Chang, C. S. and Thia, B. S. (1996) Online rescheduling of mass rapid transit systems: Fuzzy expert system approach. IEE Proceedings - Electric Power Applications, 143(4), 307-316.
    • (1996) IEE Proceedings - Electric Power Applications , vol.143 , Issue.4 , pp. 307-316
    • Chang, C.S.1    Thia, B.S.2
  • 5
    • 0023312960 scopus 로고
    • Automatic recognition of weld defects in X-ray inspection
    • Daum, W., Rose, P., Heidt, H. and Builtjes, J. H. (1987) Automatic recognition of weld defects in X-ray inspection. British Journal of NDT, 29(2), 79-82.
    • (1987) British Journal of NDT , vol.29 , Issue.2 , pp. 79-82
    • Daum, W.1    Rose, P.2    Heidt, H.3    Builtjes, J.H.4
  • 6
    • 0031146974 scopus 로고    scopus 로고
    • A fuzzy clustering-based rapid prototyping for fuzzy rule-based modeling
    • Delgado, M., Gomez-Skarmeta, A. F. and Martin, F. (1997) A fuzzy clustering-based rapid prototyping for fuzzy rule-based modeling. IEEE Transactions on Fuzzy Systems, 5(2), 223-232.
    • (1997) IEEE Transactions on Fuzzy Systems , vol.5 , Issue.2 , pp. 223-232
    • Delgado, M.1    Gomez-Skarmeta, A.F.2    Martin, F.3
  • 7
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn, J. C. (1974) A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. Journal of Cybernetics, 3, 32-57.
    • (1974) Journal of Cybernetics , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 8
    • 0025435595 scopus 로고
    • Automatic recognition of welding defects in real-time radiography
    • Gayer, A., Saya, A. and Shiloh, A. (1990) Automatic recognition of welding defects in real-time radiography. NDT International, 23(3), 131-136.
    • (1990) NDT International , vol.23 , Issue.3 , pp. 131-136
    • Gayer, A.1    Saya, A.2    Shiloh, A.3
  • 9
    • 0025383244 scopus 로고
    • Digital image analysis of nondestructive testing radiographs
    • February
    • Graeme, W. A. K., Eizember, A. C. and Douglass, J. (1990) Digital image analysis of nondestructive testing radiographs. Materials Evaluation, February, 117-120.
    • (1990) Materials Evaluation , pp. 117-120
    • Graeme, W.A.K.1    Eizember, A.C.2    Douglass, J.3
  • 10
    • 0028554080 scopus 로고
    • Three-layer perceptron based classifiers for the partial shape classification problem
    • Gupta, L., Wang, J., Charles, A. and Kisatsky, P. (1994) Three-layer perceptron based classifiers for the partial shape classification problem. Pattern Recognition, 27(1), 91-97.
    • (1994) Pattern Recognition , vol.27 , Issue.1 , pp. 91-97
    • Gupta, L.1    Wang, J.2    Charles, A.3    Kisatsky, P.4
  • 12
    • 0030216174 scopus 로고    scopus 로고
    • A method for defect segmentation in digital radiographs of pipeline girth welds
    • August
    • Hyatt, R., Kechter, G. E. and Nagashima, S. (1996) A method for defect segmentation in digital radiographs of pipeline girth welds. Materials Evaluation, August, 925-928.
    • (1996) Materials Evaluation , pp. 925-928
    • Hyatt, R.1    Kechter, G.E.2    Nagashima, S.3
  • 13
    • 0034668365 scopus 로고    scopus 로고
    • Integrated use of fuzzy c-means and fuzzy KNN for GT part family and machine cell formation
    • Josien, K. and Liao, T. W. (2000) Integrated use of fuzzy c-means and fuzzy KNN for GT part family and machine cell formation. International Journal of Production Research, 38(15), 3513-3536.
    • (2000) International Journal of Production Research , vol.38 , Issue.15 , pp. 3513-3536
    • Josien, K.1    Liao, T.W.2
  • 15
    • 0029356764 scopus 로고
    • Implementation of hybrid short term load forecasting system using artificial neural networks and fuzzy expert systems
    • Kim, K. H., Park, J. K., Hwang, K. J. and Kim, S. H. (1995) Implementation of hybrid short term load forecasting system using artificial neural networks and fuzzy expert systems. IEEE Transactions on Power Systems, 10(3), 1534-1539.
    • (1995) IEEE Transactions on Power Systems , vol.10 , Issue.3 , pp. 1534-1539
    • Kim, K.H.1    Park, J.K.2    Hwang, K.J.3    Kim, S.H.4
  • 16
    • 0028429428 scopus 로고
    • The Khoros software development environment for image and signal processing
    • Konstantinides, K. and Rasure, J. R. (1994) The Khoros software development environment for image and signal processing. IEEE Transactions on Image Processing, 3, 243-252.
    • (1994) IEEE Transactions on Image Processing , vol.3 , pp. 243-252
    • Konstantinides, K.1    Rasure, J.R.2
  • 17
    • 0030546252 scopus 로고    scopus 로고
    • Intelligent factories using fuzzy expert systems
    • Lee, E. T. (1996) Intelligent factories using fuzzy expert systems. Kybernetes, 25(3), 51.
    • (1996) Kybernetes , vol.25 , Issue.3 , pp. 51
    • Lee, E.T.1
  • 18
    • 0030406461 scopus 로고    scopus 로고
    • MLP neural network models of CMM measuring processes
    • Liao, T. W. (1996) MLP neural network models of CMM measuring processes. Journal of Intelligent Manufacturing, 1, 413-425.
    • (1996) Journal of Intelligent Manufacturing , vol.1 , pp. 413-425
    • Liao, T.W.1
  • 19
    • 0028518773 scopus 로고
    • A neural network approach for grinding processes modeling and optimization
    • Liao, T. W. and Chen, L. J. (1994) A neural network approach for grinding processes modeling and optimization. International Journal of Machine Tools and Manufacture, 34(7), 919-937.
    • (1994) International Journal of Machine Tools and Manufacture , vol.34 , Issue.7 , pp. 919-937
    • Liao, T.W.1    Chen, L.J.2
  • 20
    • 0031996747 scopus 로고    scopus 로고
    • Manufacturing process modeling and optimization based on multi-layer perceptron networks
    • Liao, T. W. and Chen, L. J. (1998) Manufacturing process modeling and optimization based on multi-layer perceptron networks. ASME Transactions Journal of Manufacturing Science and Engineering, 120(1), 109-119.
    • (1998) ASME Transactions Journal of Manufacturing Science and Engineering , vol.120 , Issue.1 , pp. 109-119
    • Liao, T.W.1    Chen, L.J.2
  • 21
    • 0032095135 scopus 로고    scopus 로고
    • An automated radiographic NDT system for weld inspection: Part II - Flaw detection
    • Liao, T. W. and Li, Y. M. (1998) An automated radiographic NDT system for weld inspection: Part II - flaw detection. NDT&E International, 31(3), 183-192.
    • (1998) NDT & E International , vol.31 , Issue.3 , pp. 183-192
    • Liao, T.W.1    Li, Y.M.2
  • 22
    • 0030174686 scopus 로고    scopus 로고
    • An automated radiographic NDT system for weld inspection: Part I - Weld extraction
    • Liao, T. W. and Ni, J. (1996) An automated radiographic NDT system for weld inspection: Part I - weld extraction. NDT&E International, 29(3), 157-162.
    • (1996) NDT & E International , vol.29 , Issue.3 , pp. 157-162
    • Liao, T.W.1    Ni, J.2
  • 23
    • 0031121987 scopus 로고    scopus 로고
    • Automated extraction of welds from digitized radiographic images based on MLP neural networks
    • Liao, T. W. and Tang, K. (1997) Automated extraction of welds from digitized radiographic images based on MLP neural networks. Applied Artificial Intelligence, 11(3), 197-218.
    • (1997) Applied Artificial Intelligence , vol.11 , Issue.3 , pp. 197-218
    • Liao, T.W.1    Tang, K.2
  • 24
    • 0033360253 scopus 로고    scopus 로고
    • Detection of welding flaws from radiographic images with fuzzy clustering methods
    • Liao, T. W., Li, D.-M. and Li, Y.-M. (1999) Detection of welding flaws from radiographic images with fuzzy clustering methods. Fuzzy Sets and Systems, 108(2), 145-158.
    • (1999) Fuzzy Sets and Systems , vol.108 , Issue.2 , pp. 145-158
    • Liao, T.W.1    Li, D.-M.2    Li, Y.-M.3
  • 25
    • 0034226588 scopus 로고    scopus 로고
    • Extraction of welds from radiographic images using fuzzy classifiers
    • Liao, T. W., Li, D.-M. and Li, Y.-M. (2000) Extraction of welds from radiographic images using fuzzy classifiers. Information Sciences, 126, 21-42.
    • (2000) Information Sciences , vol.126 , pp. 21-42
    • Liao, T.W.1    Li, D.-M.2    Li, Y.-M.3
  • 26
    • 0037448870 scopus 로고    scopus 로고
    • A fuzzy c-means variant for the generation of fuzzy term sets
    • Liao, T. W., Celmins, A. K. and Hammell, R. J., II 2003. A fuzzy c-means variant for the generation of fuzzy term sets. Fuzzy Sets and Systems, 135(2), 241-257.
    • (2003) Fuzzy Sets and Systems , vol.135 , Issue.2 , pp. 241-257
    • Liao, T.W.1    Celmins, A.K.2    Hammell II, R.J.3
  • 27
    • 0032078904 scopus 로고    scopus 로고
    • Development of a fuzzy expert system for incident detection and classification
    • Lin, C. K. and Chang, G. L. (1998) Development of a fuzzy expert system for incident detection and classification. Mathematical and Computer Modeling, 17(9-11), 9-25.
    • (1998) Mathematical and Computer Modeling , vol.17 , Issue.9-11 , pp. 9-25
    • Lin, C.K.1    Chang, G.L.2
  • 29
    • 0000378359 scopus 로고
    • Image processing for non-destructive testing
    • Murakami, K. (1990) Image processing for non-destructive testing. Welding International, 4(2), 144-149.
    • (1990) Welding International , vol.4 , Issue.2 , pp. 144-149
    • Murakami, K.1
  • 30
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy c-means model
    • Pal, N. R. and Bezdek, J. C. (1995) On cluster validity for the fuzzy c-means model. IEEE Transactions on Fuzzy Systems, 3(3), 370-379.
    • (1995) IEEE Transactions on Fuzzy Systems , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 31
    • 0027576916 scopus 로고
    • A new shape representation scheme and its application to shape discrimination using a neural network
    • Pal, N. R., Pal, P. and Basu, A. K. (1993) A new shape representation scheme and its application to shape discrimination using a neural network. Pattern Recognition, 26(4), 543-551.
    • (1993) Pattern Recognition , vol.26 , Issue.4 , pp. 543-551
    • Pal, N.R.1    Pal, P.2    Basu, A.K.3
  • 35
    • 0033167147 scopus 로고    scopus 로고
    • A new cluster validity for fuzzy clustering
    • Zahid, N., Limouri, M. and Essaid, A. (1999) A new cluster validity for fuzzy clustering. Pattern Recognition, 32, 1089-1097.
    • (1999) Pattern Recognition , vol.32 , pp. 1089-1097
    • Zahid, N.1    Limouri, M.2    Essaid, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.