A Novel Edge Detection Algorithm using Cellular Neural Networks

Proc. of 2006 International Symposium on Nonlinear Theory and its Applications (NOLTA2006) - -2006

Authors

Grassi Giuseppe, Vecchio Pietro, Di Sciascio Eugenio, Grieco L. Alfredo , Cafagna Donato

Abstract

This Letter presents an effective edge detection technique based on the cellular neural network paradigm. The approach exploits a rigorous model of the image contours and takes into account some electrical restrictions of existing hardware implementations. The method yields accurate results, better than the ones achievable by other cellular neural network-based techniques.

DOI

https://doi.org/10.1142/s0218127407017811

BibTex references

@InProceedings{GVDGC06,
  author       = "Grassi, Giuseppe and Vecchio, Pietro and Di Sciascio, Eugenio and Grieco, L. Alfredo  and Cafagna, Donato",
  title        = "A Novel Edge Detection Algorithm using Cellular Neural Networks",
  booktitle    = "Proc. of 2006 International Symposium on Nonlinear Theory and its Applications (NOLTA2006)",
  year         = "2006",
  note         = "to appear",
  url          = "http://sisinflab.poliba.it/Publications/2006/GVDGC06"

}