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Journal Articles
- 2020
[j1]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)
Conference and Workshop Papers
- 2021
- [c12]Sérgio Viademonte, Bruno Duarte Gomes, Ana Carolina Quintao Siravenha, Walisson Cardoso Gomes, Caio Rodrigues, Renan Arthur Tourinho:
An Unsupervised Learning Methodology for Increasing Human Productivity via VR Training. ICMLA 2021: 1294-1298 - 2019
- [c11]Ana Carolina Quintao Siravenha, Mylena N. F. Reis, Iraquitan Cordeiro Filho, Renan Arthur Tourinho, Bruno Duarte Gomes, Schubert R. Carvalho:
Residual MLP Network for Mental Fatigue Classification in Mining Workers from Brain Data. BRACIS 2019: 407-412 - 2018
- [c10]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: 1-6 - [c9]Rafael Lima Rocha, Ana Carolina Quintao Siravenha, Ana Cláudia S. Gomes, Gerson Lima Serejo, Alexandre Francisco Barral 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: 276-283 - 2017
- [c8]Schubert Ribeiro de Carvalho, Iraquitan Cordeiro Filho, Damares Crystina Oliveira de Resende, Ana Carolina Quintao Siravenha, Bianchi Serique Meiguins, Henrique Galvan Debarba, Bruno Duarte Gomes:
A Novel Procedure for Classification of Early Human Actions from EEG Signals. BRACIS 2017: 240-245 - [c7]Schubert R. Carvalho, Iraquitan Cordeiro Filho, Damares Oliveira de Resende, Ana Carolina Siravenha, Cleidson R. B. de Souza, Henrique Galvan Debarba, Bruno Duarte Gomes, Ronan Boulic:
A Deep Learning Approach for Classification of Reaching Targets from EEG Images. SIBGRAPI 2017: 178-184 - 2016
- [c6]Ana Carolina Siravenha, Schubert R. Carvalho:
Plant Classification from Leaf Textures. DICTA 2016: 1-8 - 2015
- [c5]Ana Carolina Quintao Siravenha, Schubert R. Carvalho:
Exploring the Use of Leaf Shape Frequencies for Plant Classification. SIBGRAPI 2015: 297-304 - 2012
- [c4]Danilo Sousa, Ana Carolina Siravenha, Evaldo Pelaes:
A hybrid approach to clouds and shadows removal in satellite images. CompIMAGE 2012: 153-158 - 2011
- [c3]Ana Carolina Siravenha, Danilo Sousa, Aline Bispo, Evaldo Pelaes:
Evaluating Inpainting Methods to the Satellite Images Clouds and Shadows Removing. FGIT-SIP 2011: 56-65 - [c2]Danilo Sousa, Ana Carolina Siravenha, Evaldo Pelaes:
Comparing Different High-Pass Filters to Improve the Accuracy of Classification of Satellite Imagery Obstructed by Clouds and Fog. FGIT-SIP 2011: 66-73 - [c1]Ana Carolina Siravenha, Danilo Sousa, Aline Bispo, Evaldo Pelaes:
The Use of High-Pass Filters and the Inpainting Method to Clouds Removal and Their Impact on Satellite Images Classification. ICIAP (2) 2011: 333-342
Coauthor Index
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