Ana Carolina Siravenha

According to our database, Ana Carolina Siravenha authored at least 13 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

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

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

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

2019

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

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

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

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

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

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

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

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

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

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

Plant Classification from Leaf Textures.

Ana Carolina Siravenha, Schubert R. Carvalho

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015

Exploring the Use of Leaf Shape Frequencies for Plant Classification.

Ana Carolina Quintao Siravenha, Schubert R. Carvalho

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

2012

A hybrid approach to clouds and shadows removal in satellite images.

Danilo Sousa, Ana Carolina Siravenha, Evaldo Pelaes

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

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

Proceedings of the Image Analysis and Processing - ICIAP 2011, 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

Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2011

Evaluating Inpainting Methods to the Satellite Images Clouds and Shadows Removing.

Ana Carolina Siravenha, Danilo Sousa, Aline Bispo, Evaldo Pelaes

Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2011