Automated texture classification of marble shades with real-time PLC neural network implementation

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2010, Pages

  Topalova, I ^a   Tzokev, A ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; COMPUTATION THEORY; INSPECTION;

AUTOMATED TEXTURE CLASSIFICATION; CLASSIFICATION ACCURACY; CLASSIFICATION METHODS; CLASSIFICATION SYSTEM; INSPECTION SYSTEM; MLP NEURAL NETWORKS; NEURAL-NETWORKS; REAL- TIME; SUBJECTIVE EVALUATIONS; VISUAL APPEARANCE;

MARBLE;

EID: 79959458025     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2010.5596494     Document Type: Conference Paper

References (15)

1. D. Tsai and S. Wu, "Automated surface inspection using Gabor filters", The International Journal of Advanced Manufacturing Technology, pp. 474-482, 2000.
2. B. Mallick-Goswami and A. Datta, "Detecting defects in fabric with laser-based morphological image processing", Textile Research Journal, 70: pp.758-762, 2000.
3. J. Iivarinen, "Surface defect detection with histogram-based texture features", In SPIE Intelligent Robots and Computer Vision XIX: Algorithms, Techniques, and Active Vision, volume 4197, pp. 140-145, 2000.
4. Tremeau, A., Borel, N., "A Region Growing and Merging Algorithm to Color Segmentation", Pattern Recognition, Vol. 30, No.7, pp. 1191-1203, 1997
5. Sousa, J.M.C.[João M.C.], Pinto, J.R.C.[João R. Caldas], Comparison of Intelligent Classification Techniques Applied to Marble Classification, ICIAR04(II: 802-809)
6. Simoncelli, P. & Portilla, J. 2000. A Parametric Model Based on Joint Statistics of Complex Wavelet Coefficients. International Journal of Computer Vision 40(1), 49-71, 2000.
7. B.Widrow and S. Stearns, "Adaptive Signal Processing", Prentice-Hall, Inc. Englewood Cliffs, N.J. 07632, pp.36-40, 2004.
8. Boyadjiev, I., Topalova, I., Tzokev, A., "Automated 2D Part Orientation Estimation Based on Neural Networks for a Real-time PLC Application", Proceedings of the Lamdamap 9th International Conference 2009, Brunel University, London, PP.165-175, ISBN: 978-0-9553082-7-7, June-July, 2009.
9. NeuroSystem V5.0 User Manual,2005,Siemens
10. "LIBNODAVE - exchange data with Siemens PLCs", http://libnodave.sourceforge.net/, last access on 10.20.2009.
11. http://www.cs.cmu.edu/~schneide/tut5/node1.html
12. Martnez-Cabeza-de-Vaca-Alajarn, Juan; Tomas-Balibrea, Luis-Manuel, Marble Slabs Quality Classifcation System using Texture Recognition and Neural Networks Methodology, ESANN'1999 proceedings - European Symposium on Artificial Neural Networks Bruges (Belgium), 21-23 April 1999, D-Facto public., ISBN 2-600049-9-X, pp. 75-80
13. Bianconi, Francesco, FERNÁNDEZ ÁLVAREZ, Antonio, Granite Texture Classification With Gabor Filters Consiglio Nazionale delle Ricerche (Italy), under the grant n. 1402 of the short term mobility program 2005, and by the Xunta de Galicia (Spain), under the grant n. PGIDIT04REM303003PR.
14. Vieira, S.M.[Susana M.], Sousa, J.M.C.[João M. C.], Pinto, J.R.C.[João R. Caldas], Ant Based Fuzzy Modeling Applied to Marble Classification,ICIAR06(II:90-101)
15. http://www.asiristech.com/Ingles/Stone/AVT2000-i.html