Methodology for automatic process of the fired ceramic tile's internal defect using IR images and artificial neural network

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Andrade, Roberto Márcio de; Eduardo, Alexandre Carlos;
  • Publisher: Associação Brasileira de Engenharia e Ciências Mecânicas - ABCM
  • Related identifiers: doi: 10.1590/S1678-58782011000100010
  • Subject: defect detection | ceramic tiles | infrared images | neural network

In the ceramic industry, rarely testing systems were employed to on-line detect the presence of defects in ceramic tiles. This paper is concerned with the problem of automatic inspection of ceramic tiles using Infrared Images and Artificial Neural Network (ANN). The per... View more
  • References (23)
    23 references, page 1 of 3

    De Andrade, R.M., Paone, N., Revel, G.M., 1998, “Non Destructive Thermal Detection of Delamination in Ceramic Tile”, Proc. ENCIT 98, Rio de Janeiro, pp. 727-731.

    De Andrade, R.M., Esposito, E., Paone, N., Revel, G.M., 1999, “Non-destructive Techniques for Detection of Delamination in Ceramic Tiles: a Laboratory Comparison between IR Thermal Cameras and Laser Doppler Vibrometers”, In: “Non-destructive Evaluation of Aging Materials and Composites III”, G.Y. Baaklini, C.A. Lebowitz, E.S. Boltz, Editors, Proceedings of SPIE, Vol. 3585, pp. 367-377.

    Baldrich, R., Vanrell, M., and Villanueva, J., 1999. “Texture-colour features for tile classification”, in EUROPTO/SPIE Conference on Colour and Polarisation Techniques in Industrial Inspection.

    Bichard, S.H. and Rogers, L.M., 1976. “Industrial Thermography - How Representative of Plant Condition is The Thermal Image Produced by an Infrared Camera?”, British Journal of Non-Destructive Testing, Vol. 18, No. 4, pp. 111-113.

    Boras, I., Svaic, S., 1998, “Determination of the Defect Parameters in Specimen by Thermography and Numerical Methods”, In: “Nondestructive Evaluation of Materials and Composites II”, Steven R. Doctor, Carol A. Lebowitz, George Y. Baaklini, Editors, Proceedings of SPIE, Vol. 3396, pp. 271-281.

    Boukouvalas, C., Kittler, J.R., Marik, M., Mirmehdi, and Petrou, M., 1995, “Ceramic tile inspection for colour and structural defects”. In Proceedings of Advanced Materials and Processing Technologies, pp. 390-399, August.

    Boukouvalas, C., Vernazza, G., De Natale, F., De Toni, G., Kittler, J., Marik, R., Mirmehdi, M., Petrou, M., Le Roy, P. and Salgari, R., 1997, “An integrated system for quality inspection of tiles”. In Proceedings of the International Conference on Quality Control by Artificial Vision, pp. 49-54.

    Costa, C., and Petrou, M., 2000, “Automatic registration of ceramic tiles for the purpose of fault detection”, Machine Vision and Applications, 11:225-230.

    Sezzi, G. , 2006, “World Production and Consumption of Ceramic Tile”, Ceramic World Review, Vol. 14, No. 58, pp. 54-71.

    Lebrun, V., 2001, “Quality control of ceramic tiles by machine vision”, Asian Ceramics: Ceramics manufacturing equipment guide special publication, Retrieved 1 June 2004 from the World Wide Web:

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