Neurofilters: neural networks for image processing

Javier Varona; Juan Jose Villanueva

doi:10.1117/12.281269

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19 August 1997 Neurofilters: neural networks for image processing

Javier Varona; Juan Jose Villanueva

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Proceedings Volume 3101, New Image Processing Techniques and Applications: Algorithms, Methods, and Components II; (1997) https://doi.org/10.1117/12.281269
Event: Lasers and Optics in Manufacturing III, 1997, Munich, Germany

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.

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Javier Varona and Juan Jose Villanueva "Neurofilters: neural networks for image processing", Proc. SPIE 3101, New Image Processing Techniques and Applications: Algorithms, Methods, and Components II, (19 August 1997); https://doi.org/10.1117/12.281269

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