A New Solution for Automatic Microstructures Analysis from Images Based on a Backpropagation Artificial Neural Network

This article presents a new solution to segment and quantify the microstructures from images of nodular, grey, and malleable cast irons, based on an artificial neural network. The neural network topology used is the multilayer perception, and the algorithm chosen for its training was the backpropaga...

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Bibliographic Details
Main Author: Victor Hugo C. de Albuquerque (author)
Other Authors: Paulo C. Cortez (author), Auzuir R. de Alexandria (author), João Manuel R. S. Tavares (author)
Format: article
Language:eng
Published: 2008
Subjects:
Online Access:https://repositorio-aberto.up.pt/handle/10216/95126
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/95126