Author Page for Thalita Dias Pinheiro Caldas

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A Methodology for Phase Characterization in Pellet Feed Using Digital Microscopy and Deep Learning

Number of pages: 27 Posted: 18 Feb 2024

Thalita Dias Pinheiro Caldas, Karen Soares Augusto, Julio Cesar Alvarez Iglesias, Bernardo Amaral Pascarelli Ferreira, Richard Bryan Magahães Santos, Sidnei Paciornik and Alei Leite Alcantara Domingues

Pontifical Catholic University of Rio de Janeiro, Pontifical Catholic University of Rio de Janeiro, affiliation not provided to SSRN, Pontifical Catholic University of Rio de Janeiro, Pontifical Catholic University of Rio de Janeiro, BAM, Bundesanstalt für Materialforschung und -prüfung and affiliation not provided to SSRN

Downloads 34 (1,263,436)

Abstract:

Semantic segmentation of clay mineral and non-clay mineral phases that compose mudrocks in SEM images

Number of pages: 36 Posted: 03 Jun 2026

Thalita Dias Pinheiro Caldas, Carlos Senna, Maria Vitoria Torres Finamore, Rodrigo Prioli Menezes, Dorval Carvalho Dias-Filho, Marcos Klotz de Souza and Yaro Parizek-Silva

Pontifical Catholic University of Rio de Janeiro, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Petrobras, Petrobras and Petrobras

Downloads 6 (1,579,934)

Thalita Dias Pinheiro Caldas

Pontifical Catholic University of Rio de Janeiro

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Scholarly Papers (2)

A Methodology for Phase Characterization in Pellet Feed Using Digital Microscopy and Deep Learning

Abstract:

Semantic segmentation of clay mineral and non-clay mineral phases that compose mudrocks in SEM images

Abstract: