Share Email Print
cover

Proceedings Paper

Neurofilters: neural networks for image processing
Author(s): Javier Varona; Juan Jose Villanueva
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

In this paper, we will study the application of neural networks as filters for image processing tasks. Also, we develop a methodology to apply the neural networks as image filters. We use this methodology to develop image filters based on neural networks that we called neurofilters. We apply neurofilters to some image processing tasks such as edge detection, image restoration and image segmentation. Finally, we compare the neurofilter results with other traditional image operators.

Paper Details

Date Published: 19 August 1997
PDF: 9 pages
Proc. SPIE 3101, New Image Processing Techniques and Applications: Algorithms, Methods, and Components II, (19 August 1997); doi: 10.1117/12.281269
Show Author Affiliations
Javier Varona, Univ. Autonoma de Barcelona (Spain)
Juan Jose Villanueva, Univ. Autonoma de Barcelona (Spain)


Published in SPIE Proceedings Vol. 3101:
New Image Processing Techniques and Applications: Algorithms, Methods, and Components II
Philippe Refregier; Rolf-Juergen Ahlers, Editor(s)

© SPIE. Terms of Use
Back to Top