Advertisement

A Novel Approach to Automatic Color Matching

  • Cornelio Yáñez
  • Edgardo Felipe-Riveron
  • I. López-Yáñez
  • R. Flores-Carapia
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4225)

Abstract

In this paper the design and operation of an Automatic Color Matching system is presented. This novel system takes advantage of the improvements introduced by Alpha-Beta associative memories, an efficient, unconventional model of associative memory of recent creation. The results are demonstrated through experiments on a relatively small database with 1001 samples prepared by the authors. However, the approach is considered valid according to the tendency of the results obtained, in part, thanks to the performance exhibited by Alpha-Beta associative memories.

Keywords

Color matching Autoassociative memory Alpha-Beta associative memories 

References

  1. 1.
    Aquino, D., Cervantes, F., Linares, B., Felipe, E., De la Cruz, C.: Telecolorimetría basada en el reconocimiento de patrones de color, Thesis. Interdisciplinary Professional School in Engineering and Advanced Technologies, National Polytechnic Institute, Mexico (2004)Google Scholar
  2. 2.
    Kohonen, T.: Correlation Matrix Memories. IEEE Transactions on Computers 21(4), 353–359 (1972)zbMATHCrossRefGoogle Scholar
  3. 3.
    Kohonen, T.: Self-Organization and Associative Memory. Springer, Heidelberg (1989)Google Scholar
  4. 4.
    Hassoun, M.H.: Associative Neural Memories. Oxford University Press, New York (1993)zbMATHGoogle Scholar
  5. 5.
    Hopfield, J.J.: Neural networks and physical systems with emergent collective com-putational abilities. Proceedings of the National Academy of Sciences 79, 2554–2558 (1982)CrossRefMathSciNetGoogle Scholar
  6. 6.
    Ritter, G.X., Sussner, P., Diaz-de-Leon, J.L.: Morphological Associative Memories. IEEE Transactions on Neural Networks 9, 281–293 (1998)CrossRefGoogle Scholar
  7. 7.
    Yáñez-Márquez, C., Díaz de León-Santiago, J.L.: Memorias Asociativas Basadas en Relaciones de Orden y Operaciones Binarias. Computación y Sistemas. México 6(4), 300–311 (2003)Google Scholar
  8. 8.
    Honkela, T.: Self-Organizing Maps in Natural language Processing, PhD Thesis (1997)Google Scholar
  9. 9.
    Yáñez-Márquez, C.: Associative Memories Based on Order Relations and Binary Operators (In Spanish). PhD Thesis. Center for Computing Research, México (2002)Google Scholar
  10. 10.
    Yáñez-Márquez, C., Díaz de León-Santiago, J.L., Salgado, J.C.: New V-Alpha-Beta Associative Memories able to Learn and Recall Patterns with Integer Components. Technical Report 210, Blue Series. National Polytechnic Institute. Center for Computing Research, México (2005)Google Scholar
  11. 11.
    Sossa, H., Barrón, R., Cuevas, F., Aguilar, C.: Associative Gray Level Pattern Processing Using Binary Decomposition and α β Memories. Neural Processing Letters 22(1), 85 (2005)CrossRefGoogle Scholar
  12. 12.
    Zhang, H., Dong Bi, J., Back, B.: The Design and Implementation of Color Matching System Based on Back Propagation. In: Hendtlass, T., Ali, M. (eds.) IEA/AIE 2002. LNCS (LNAI), vol. 2358, pp. 557–566. Springer, Heidelberg (2002)CrossRefGoogle Scholar
  13. 13.
    Tucker, A.: Applied Combinatorics, ch. 6, 4th edn. John Wiley & Sons, Chichester (2002)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Cornelio Yáñez
    • 1
  • Edgardo Felipe-Riveron
    • 1
  • I. López-Yáñez
    • 1
  • R. Flores-Carapia
    • 1
  1. 1.Center for Computing ResearchNational Polytechnic InstituteMexico

Personalised recommendations