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Digital Image Edge Detection Using Neural Networks

In this thesis we address the problem of edge detection. The fundamental idea that motivated the work is related to the philosophy with which the problem is addressed. Our line of work was in the direction of investigating methods that could be able to design specialized edge detectors, instead of general purpose operators. (...)keywords: edge detection; neural networks; backpropagation; edge quality evaluation...