Evaluating Inpainting Methods to the Satellite Images Clouds and Shadows Removing. - Ana Carolina Siravenha; Danilo Sousa; Aline Bispo; Evaldo Pelaes (FGIT-SIP, 2011)

Comparing Different High-Pass Filters to Improve the Accuracy of Classification of Satellite Imagery Obstructed by Clouds and Fog. - Danilo Sousa; Ana Carolina Siravenha; Evaldo Pelaes (FGIT-SIP, 2011)

The Use of High-Pass Filters and the Inpainting Method to Clouds Removal and Their Impact on Satellite Images Classification. - Ana Carolina Siravenha; Danilo Sousa; Aline Bispo; Evaldo Pelaes (ICIAP (2), 2011)

A hybrid approach to clouds and shadows removal in satellite images. - Danilo Sousa; Ana Carolina Siravenha; Evaldo Pelaes (CompIMAGE, 2012)

Exploring the Use of Leaf Shape Frequencies for Plant Classification. - Ana Carolina Quintao Siravenha; Schubert R. Carvalho (SIBGRAPI, 2015)

Plant Classification from Leaf Textures. - Ana Carolina Siravenha; Schubert R. Carvalho (DICTA, 2016)

A Novel Procedure for Classification of Early Human Actions from EEG Signals. - 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 (BRACIS, 2017)

A Deep Learning Approach for Classification of Reaching Targets from EEG Images. - 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 (SIBGRAPI, 2017)

An Ensemble of Convolutional Neural Networks for Unbalanced Datasets: A case Study with Wagon Component Inspection. - 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 (IJCNN, 2018)

A deep-learning-based approach for automated wagon component inspection. - 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 (SAC, 2018)

Residual MLP Network for Mental Fatigue Classification in Mining Workers from Brain Data. - Ana Carolina Quintao Siravenha; Mylena N. F. Reis; Iraquitan Cordeiro Filho; Renan Arthur Tourinho; Bruno Duarte Gomes; Schubert R. Carvalho (BRACIS, 2019)

CNN-DFT Based Approach Applied to Image Inspection of Railcar Component: A Comparison with Machine Learning Methods. - Rafael Lima Rocha; Cleison Silva; Ana Cláudia S. Gomes; Bruno V. Ferreira; Eduardo Carvalho; Ana Carolina Siravenha; Carolina Coelho da Rosa (J. Inf. Data Manag., 2020)

An Unsupervised Learning Methodology for Increasing Human Productivity via VR Training. - Sérgio Viademonte; Bruno Duarte Gomes; Ana Carolina Quintao Siravenha; Walisson Cardoso Gomes; Caio Rodrigues; Renan Arthur Tourinho (ICMLA, 2021)