Ana Carolina Siravenha

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 4

Top Topics

Machine Learning Methods

Automatic Inspection

Convolutional Neural Networks

Top Venues

J. Inf. Data Manag.

Publications

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)
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)
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)
Ana Carolina Siravenha, Schubert R. Carvalho
Plant Classification from Leaf Textures. DICTA (2016)
Danilo Sousa, Ana Carolina Siravenha, Evaldo Pelaes
A hybrid approach to clouds and shadows removal in satellite images. CompIMAGE (2012)
Ana Carolina Siravenha, Danilo Sousa, Aline Bispo, Evaldo Pelaes
Evaluating Inpainting Methods to the Satellite Images Clouds and Shadows Removing. FGIT-SIP (2011)
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)
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)