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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Detalhes bibliográficos
Autor principal: Victor Hugo C. de Albuquerque (author)
Outros Autores: Paulo C. Cortez (author), Auzuir R. de Alexandria (author), João Manuel R. S. Tavares (author)
Formato: article
Idioma:eng
Publicado em: 2008
Assuntos:
Texto completo:https://repositorio-aberto.up.pt/handle/10216/95126
País:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/95126