Search Results - "Dias Pinheiro Caldas, Thalita"

Instance segmentation of quartz in iron ore optical microscopy images by deep learning by Amaral Pascarelli Ferreira, Bernardo, Soares Augusto, Karen, César Álvarez Iglesias, Julio, Dias Pinheiro Caldas, Thalita, Bryan Magalhães Santos, Richard, Paciornik, Sidnei

“…•Iron ore composition is vital for steelmaking and improving mineral processing.•Accurate segmentation of quartz particles is difficult.•Deep Learning methods…”
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Analysis of cracks and coating in iron ore pellets by digital image processing by Caldas, Thalita Dias Pinheiro, Augusto, Karen Soares, Iglesias, Julio César Álvarez, Paciornik, Sidnei, Domingues, Alei Leite Alcântara

“…Abstract The pelletizing process agglomerates ore fines previously considered as tailings and makes its application possible in the form of pellets. During the…”
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A methodology for phase characterization in pellet feed using digital microscopy and deep learning by Caldas, Thalita Dias Pinheiro, Augusto, Karen Soares, Iglesias, Julio Cesar Alvarez, Ferreira, Bernardo Amaral Pascarelli, Santos, Richard Bryan Magalhães, Paciornik, Sidnei, Domingues, Alei Leite Alcantara

“…•Recognition of iron minerals in optical microscopy images by Deep Learning;•Use of the Mask R-CNN algorithm for instance segmentation;•Training two models to…”
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