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Volumn 28, Issue 7, 2010, Pages 1065-1079

On-line evolving image classifiers and their application to surface inspection

Author keywords

Evolving fuzzy classifiers; Evolving image classifiers; Evolving vector quantization; Incremental learning; On line surface inspection systems

Indexed keywords

CLASSIFIERS; COMPUTER VISION; FUZZY SYSTEMS; IMAGE ANALYSIS; INSPECTION; INSPECTION EQUIPMENT;

EID: 77950917666     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2009.07.002     Document Type: Article
Times cited : (34)

References (43)
  • 1
    • 13444306445 scopus 로고    scopus 로고
    • A comparative evaluation approach for the classification of rotifers with modified non-parametric knn
    • Yang C.-Y., and Chou J. A comparative evaluation approach for the classification of rotifers with modified non-parametric knn. Image and Vision Computing 23 (2005) 427-439
    • (2005) Image and Vision Computing , vol.23 , pp. 427-439
    • Yang, C.-Y.1    Chou, J.2
  • 3
    • 39749084035 scopus 로고    scopus 로고
    • Unsupervised texture classification: automatically discover and classify texture patterns
    • Qina L., Zhenga Q., Jianga S., Huanga Q., and Gao W. Unsupervised texture classification: automatically discover and classify texture patterns. Image and Vision Computing 26 5 (2008) 647-656
    • (2008) Image and Vision Computing , vol.26 , Issue.5 , pp. 647-656
    • Qina, L.1    Zhenga, Q.2    Jianga, S.3    Huanga, Q.4    Gao, W.5
  • 4
    • 8644245233 scopus 로고    scopus 로고
    • Unifying statistical texture classification frameworks
    • Varma M., and Zisserman A. Unifying statistical texture classification frameworks. Image and Vision Computing 22 (2004) 1175-1183
    • (2004) Image and Vision Computing , vol.22 , pp. 1175-1183
    • Varma, M.1    Zisserman, A.2
  • 5
    • 34047192082 scopus 로고    scopus 로고
    • Which is the best way to organize/classify images by content?
    • Bosch A., Muoza X., and Mart R. Which is the best way to organize/classify images by content?. Image and Vision Computing 25 6 (2006) 778-791
    • (2006) Image and Vision Computing , vol.25 , Issue.6 , pp. 778-791
    • Bosch, A.1    Muoza, X.2    Mart, R.3
  • 7
    • 0028464858 scopus 로고
    • Hierarchical classification of surface defects on dusty wood boards
    • Kim C., and Koivo A. Hierarchical classification of surface defects on dusty wood boards. Pattern Recognition Letters 15 (1994) 713-721
    • (1994) Pattern Recognition Letters , vol.15 , pp. 713-721
    • Kim, C.1    Koivo, A.2
  • 8
    • 33749249058 scopus 로고    scopus 로고
    • Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error
    • Dorado A., Yeung D., Pedrycz W., and Izquierdo E. Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error. Pattern Recognition 40 1 (2007) 19-32
    • (2007) Pattern Recognition , vol.40 , Issue.1 , pp. 19-32
    • Dorado, A.1    Yeung, D.2    Pedrycz, W.3    Izquierdo, E.4
  • 11
    • 34247598829 scopus 로고    scopus 로고
    • Adaptive surface inspection via interactive evolution
    • Caleb-Solly P., and Smith J. Adaptive surface inspection via interactive evolution. Image and Vision Computing 25 7 (2007) 1058-1072
    • (2007) Image and Vision Computing , vol.25 , Issue.7 , pp. 1058-1072
    • Caleb-Solly, P.1    Smith, J.2
  • 14
    • 35448950018 scopus 로고    scopus 로고
    • Extensions of vector quantization for incremental clustering
    • Lughofer E. Extensions of vector quantization for incremental clustering. Pattern Recognition 41 3 (2008) 995-1011
    • (2008) Pattern Recognition , vol.41 , Issue.3 , pp. 995-1011
    • Lughofer, E.1
  • 15
  • 17
    • 0242292075 scopus 로고    scopus 로고
    • A combined fuzzy pixel-based and object-based approach for classification of high-resolution multispectral data over urban areas
    • Shackelford A., and Davis C. A combined fuzzy pixel-based and object-based approach for classification of high-resolution multispectral data over urban areas. IEEE Transactions on Geoscience and Remote Sensing 41 10 (2003) 2354-2363
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.10 , pp. 2354-2363
    • Shackelford, A.1    Davis, C.2
  • 18
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • Stone M. Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society 36 (1974) 111-147
    • (1974) Journal of the Royal Statistical Society , vol.36 , pp. 111-147
    • Stone, M.1
  • 25
    • 0032114652 scopus 로고    scopus 로고
    • Nefclass-x - a soft computing tool to build readable fuzzy classifiers
    • Nauck D., and Kruse R. Nefclass-x - a soft computing tool to build readable fuzzy classifiers. BT Technology Journal 16 3 (1998) 180-190
    • (1998) BT Technology Journal , vol.16 , Issue.3 , pp. 180-190
    • Nauck, D.1    Kruse, R.2
  • 26
    • 33845212542 scopus 로고    scopus 로고
    • A weighted fuzzy classifier and its application to image processing tasks
    • Nakashima Y.Y.T., Schaefer G., and Ishibuchi H. A weighted fuzzy classifier and its application to image processing tasks. Fuzzy Sets and Systems 158 3 (2006) 284-294
    • (2006) Fuzzy Sets and Systems , vol.158 , Issue.3 , pp. 284-294
    • Nakashima, Y.Y.T.1    Schaefer, G.2    Ishibuchi, H.3
  • 30
    • 0038197780 scopus 로고    scopus 로고
    • Physica Verlag, Springer Verlag Company, Heidelberg, New York
    • Piegat A. Fuzzy Modeling and Control (2001), Physica Verlag, Springer Verlag Company, Heidelberg, New York
    • (2001) Fuzzy Modeling and Control
    • Piegat, A.1
  • 31
    • 0021892282 scopus 로고
    • Fuzzy identification of systems its applications to modeling control
    • Takagi T., and Sugeno M. Fuzzy identification of systems its applications to modeling control. IEEE Transactions on Systems Man and Cybernetics 15 1 (1985) 116-132
    • (1985) IEEE Transactions on Systems Man and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 32
    • 0026928374 scopus 로고
    • Fuzzy basis functions, universal approximation and orthogonal least-squares learning
    • Wang L., and Mendel J. Fuzzy basis functions, universal approximation and orthogonal least-squares learning. IEEE Transactions on Neural Networks 3 5 (1992) 807-814
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.5 , pp. 807-814
    • Wang, L.1    Mendel, J.2
  • 35
    • 0034301495 scopus 로고    scopus 로고
    • Recursive PCA for adaptive process monitoring
    • Qin S., Li W., and Yue H. Recursive PCA for adaptive process monitoring. Journal of Process Control 10 (2000) 471-486
    • (2000) Journal of Process Control , vol.10 , pp. 471-486
    • Qin, S.1    Li, W.2    Yue, H.3
  • 37
    • 33646195114 scopus 로고    scopus 로고
    • Algorithm that mimics human perceptual grouping of dot patterns
    • Springer, Berlin
    • Papari G., and Petkov N. Algorithm that mimics human perceptual grouping of dot patterns. Brain, Vision, and Artificial Intelligence (2005), Springer, Berlin 497-506
    • (2005) Brain, Vision, and Artificial Intelligence , pp. 497-506
    • Papari, G.1    Petkov, N.2
  • 40
    • 77956613036 scopus 로고    scopus 로고
    • Impact of object extraction methods on classification performance in surface inspection systems
    • in press, doi:10.1007/s00138-009-0205-z
    • S. Raiser, E. Lughofer, C. Eitzinger, J. Smith, Impact of object extraction methods on classification performance in surface inspection systems, Machine Vision and Applications, 2009, in press, doi:10.1007/s00138-009-0205-z.
    • (2009) Machine Vision and Applications
    • Raiser, S.1    Lughofer, E.2    Eitzinger, C.3    Smith, J.4
  • 41
    • 44649096318 scopus 로고    scopus 로고
    • Increasing classification performance with adaptive features
    • A. Gasteratos, M. Vincze, J. Tsotsos Eds, Proceedings of ICVS, Springer, Santorini Island, Greece
    • C. Eitzinger, M. Gmainer, W. Heidl, E. Lughofer, Increasing classification performance with adaptive features, in: A. Gasteratos, M. Vincze, J. Tsotsos (Eds.), Proceedings of ICVS 2008, vol. 5008, LNCS, Springer, Santorini Island, Greece, 2008, pp. 445-453.
    • (2008) LNCS , vol.5008 , pp. 445-453
    • Eitzinger, C.1    Gmainer, M.2    Heidl, W.3    Lughofer, E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.