Constructing a neural system for surface inspection

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 3, Issue , 2004, Pages 1881-1886

  Grunditz, Carl Henrik ^a   Walder, Martin ^a   Spaanenburg, Lambert ^a  

^a LUND UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

GRAY LEVEL CO-OCCURRENCE MATRICES (GLCM); MARKOV RANDOM FIELDS (MRF); SELF-ORGANIZING FEATURE MAP (SOFM); SURFACE INSPECTIONS;

ERROR ANALYSIS; FUZZY SETS; GRAPHIC METHODS; IMAGE QUALITY; MARKOV PROCESSES; PERSONNEL TRAINING; PLATING; PROTEINS;

NEURAL NETWORKS;

EID: 10844252252     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2004.1380897     Document Type: Conference Paper

References (11)

1. C. Ünsalan and A. Erçil, "Automated Inspection of Steel Structures," Dept. of Electrical & Electronics Engineering, Boǧaziçi University, Istanbul, 1999.
2. J.H. Stevens, J.A.G. Nijhuis, and L. Spaanenburg, "Determination of size-distribution using neural networks," in Computational Intelligence for modelling, control & automation, M. Mohammadian, Ed. Amsterdam: IOS Press, 1999, pp. 40-45.
3. L.J. Olsson and S. Gruber, "Web process inspection using neural classification of scattering light," IEEE Transaction on Industrial Electronics, vol. 40, no. 2, pp. 228-234, 1993.
4. J. Hollmén, "Process Modeling using the Self-Organizing Map," Master Thesis, Helsinki University of Technology, Helsinki, 1996.
5. J. Järvinen, "Real-time surface inspection of steel strips," Machine Vision News, vol. 7, 2002.
6. M. Niskanen, O., Silvén, and H. Kauppinen, "Experiments with SOM based inspection of wood," Machine Vision and Intelligent Systems Group, University of Oulo, Oulo, 2001.
7. Chung T. Nguyen, "Method and system for converting code to executable code using neural networks implemented in a very large scale integration (VLSI) integrated circuit," U.S. Patent 6,578,020, 2003
8. B.J. vanderZwaag, "Using Domain-Specific Basic Functions for the Analysis of Supervised Artificial Neural Networks," Ph.D. Thesis, University of Twente, Enschede, 2003.
9. D.M. Tsai and C.Y. Hsieh, "Automated surface inspection for directional textures," Image and Vision Computing, vol. 18, pp. 49-62, 1999.
10. E.I. Barakova, "Learning reliability: a study on indecisiveness in sample selection," Ph.D. thesis, Rijksuniversiteit Groningen, Groningen, 1999.
11. C.-H. Grunditz and M. Walder, "Surface inspection using 3-tier neural classification," M.Sc. Thesis, Lund University, Lund, 2004.