Rafael Lima Rocha

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 4

Top Topics

Discrete Fourier Transform

Machine Learning Methods

Synthetic Datasets

Visual Inspection

Top Venues

J. Inf. Data Manag.

Publications

Wanderlany Fialho Abreu, Rafael Lima Rocha, Rafael Nascimento Sousa, Tiago Davi Oliveira de Araújo, Bianchi Serique Meiguins, Carlos Gustavo Resque dos Santos
Classifying Historical Azulejos from Belém, Pará, Using Convolutional Neural Networks. ICCSA (2) (2021)
Rafael Lima Rocha, Cleison Silva, Ana Cláudia S. Gomes, Bruno V. Ferreira, Eduardo Carvalho, Ana Carolina Siravenha, Carolina Coelho da Rosa
CNN-DFT Based Approach Applied to Image Inspection of Railcar Component: A Comparison with Machine Learning Methods. J. Inf. Data Manag. 11 (1) (2020)
Rafael Lima Rocha, Ana Carolina Quintao Siravenha, Ana Cláudia S. Gomes, Gerson L. Serejo, Alexandre F. B. Silva, Luciano M. Rodrigues, Júlio Braga, Giovanni Dias, Schubert R. Carvalho, Cleidson R. B. de Souza
A deep-learning-based approach for automated wagon component inspection. SAC (2018)
Everlandio Fernandes, Rafael Lima Rocha, Bruno V. Ferreira, Eduardo Carvalho, Ana Carolina Siravenha, Ana Cláudia S. Gomes, Schubert R. Carvalho, Cleidson R. B. de Souza
An Ensemble of Convolutional Neural Networks for Unbalanced Datasets: A case Study with Wagon Component Inspection. IJCNN (2018)