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Evaluation of multilayer perceptron and self-organizing map neural network topologies applied on microstructure segmentation from metallographic images

✍ Scribed by Victor Hugo C. de Albuquerque; Auzuir Ripardo de Alexandria; Paulo César Cortez; João Manuel R.S. Tavares

Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
551 KB
Volume
42
Category
Article
ISSN
0963-8695

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Evaluation of multilayer perceptron and
Evaluation of multilayer perceptron and self-organizing map neural network topologies applied on microstructure segmentation from metallographic images
✍ Victor Hugo C. de Albuquerque; Auzuir Ripardo de Alexandria; Paulo César Cortez; 📂 Article 📅 2009 🏛 Elsevier Science 🌐 English ⚖ 551 KB

Artificial neuronal networks have been used intensively in many domains to accomplish different computational tasks. One of these tasks is the segmentation of objects in images, like to segment microstructures from metallographic images, and for that goal several network topologies were proposed. Th