Fábio Augusto Faria

According to our database, Fábio Augusto Faria authored at least 51 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ForestEyes: Citizen Scientists and Machine Learning-Assisting Rainforest Conservation.

Álvaro Luiz Fazenda, Fábio Augusto Faria

Commun. ACM, August, 2024

How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests.

Isabela Borlido Barcelos, Eduardo Bouhid, Victor Sundermann, Hugo Resende, Alvaro Luiz Fazenda, Fábio Augusto Faria, Silvio Jamil F. Guimar

IEEE Geosci. Remote. Sens. Lett., 2024

How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests.

Isabela Borlido, Eduardo Bouhid, Victor Sundermann, Hugo Resende, Alvaro Luiz Fazenda, Fábio Augusto Faria, Silvio Jamil Ferzoli Guimarães

CoRR, 2024

FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization.

Fábio Augusto Faria, Mateus M. Souza, Raoni F. da S. Teixeira, Mauricio P. Segundo

CoRR, 2024

A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task.

Eduardo B. Neto, Fábio Augusto Faria, Amanda A. S. de Oliveira, Alvaro Luiz Fazenda

CoRR, 2024

Sampling Strategies Based on Wisdom of Crowds for Amazon Deforestation Detection.

Hugo Resende, Eduardo B. Neto, Fábio A. M. Cappabianco, Álvaro Luiz Fazenda, Fábio Augusto Faria

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task.

Eduardo Bouhid Neto, Fábio Augusto Faria, Amanda de Almeida Sales De Oliveira, Álvaro Luiz Fazenda

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification.

Fábio Augusto Faria, Luiz Henrique Buris, Luís Augusto Martins Pereira, Fabio Augusto Menocci Cappabianco

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

A Framework of Landsat-8 Band Selection based on UMDA for Deforestation Detection.

Eduardo B. Neto, Paulo R. C. Pedro, Alvaro Luiz Fazenda, Fábio Augusto Faria

CoRR, 2023

Combining Deep Metric Learning Approaches for Aerial Scene Classification.

Fábio Augusto Faria, Luiz H. Buris, Fábio A. M. Cappabianco, Luís A. M. Pereira

CoRR, 2023

2022

Building Data Sets for Rainforest Deforestation Detection Through a Citizen Science Project.

Fernanda Beatriz Jordan Rojas Dallaqua, Fábio Augusto Faria, Álvaro Luiz Fazenda

IEEE Geosci. Remote. Sens. Lett., 2022

Weakly supervised learning based on hypergraph manifold ranking.

João Gabriel Camacho Presotto, Samuel Felipe dos Santos, Lucas Pascotti Valem, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida, Daniel Carlos Guimarães Pedronette

J. Vis. Commun. Image Represent., 2022

Neuroevolution-based Classifiers for Deforestation Detection in Tropical Forests.

Guilherme A. Pimenta, Fernanda B. J. R. Dallaqua, Alvaro Luiz Fazenda, Fábio Augusto Faria

CoRR, 2022

An Evolutionary Approach for Creating of Diverse Classifier Ensembles.

Alvaro R. Ferreira Jr., Fábio Augusto Faria, Gustavo Carneiro, Vinícius Veloso de Melo

CoRR, 2022

Os Dados dos Brasileiros sob Risco na Era da Inteligência Artificial?

Raoni F. da S. Teixeira, Rafael B. Januzi, Fábio Augusto Faria

CoRR, 2022

Neuroevolution-based Classifiers for Deforestation Detection in Tropical Forests.

Pimenta Guilherme B. A., Fernanda B. J. R. Dallaqua, Álvaro Luiz Fazenda, Fábio Augusto Faria

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision.

Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

ForestEyes Project: Conception, enhancements, and challenges.

Fernanda B. J. R. Dallaqua, Alvaro Luiz Fazenda, Fábio Augusto Faria

Future Gener. Comput. Syst., 2021

Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers.

Lucas Fernando Alvarenga e Silva, Daniel C. G. Pedronette, Fábio Augusto Faria, João P. Papa, Jurandy Almeida

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Improving Similarity Metric of Multi-modal MR Brain Image Registration Via a Deep Ensemble.

Natan Andrade, Fábio Augusto Faria, Fábio A. M. Cappabianco

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

2020

Automatic Meta-Feature Engineering for CNN Fusion in Aerial Scene Classification Task.

Vinícius Veloso de Melo, Léo Françoso Dal Piccol Sotto, Matheus Macedo Leonardo, Fábio Augusto Faria

IEEE Geosci. Remote. Sens. Lett., 2020

Why are Generative Adversarial Networks so Fascinating and Annoying?

Fábio Augusto Faria, Gustavo Carneiro

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification.

Álvaro R. Ferreira, Gustavo Henrique de Rosa, João P. Papa, Gustavo Carneiro, Fábio Augusto Faria

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Projeto ForestEyes: Uma proposta para aliar Ciência Cidadã e Aprendizado de Máquina para monitoramento de desmatamento.

Fernanda B. J. R. Dallaqua, Alvaro Luiz Fazenda, Fábio Augusto Faria

Proceedings of the XXI Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, November 30, 2020

2019

ForestEyes Project: Can Citizen Scientists Help Rainforests?

Fernanda Beatriz Jordan Rojas Dallaqua, Álvaro Luiz Fazenda, Fábio Augusto Faria

Proceedings of the 15th International Conference on eScience, 2019

2018

A correlation-based approach for event detection in Instagram.

Elder Donizetti dos Santos, Marcos Gonçalves Quiles, Fábio Augusto Faria

J. Intell. Fuzzy Syst., 2018

Deep Feature-Based Classifiers for Fruit Fly Identification (Diptera: Tephritidae).

Matheus Macedo Leonardo, Tiago J. Carvalho, Edmar R. S. Rezende, Roberto A. Zucchi, Fábio Augusto Faria

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Active Learning Approaches for Deforested Area Classification.

Fernanda B. J. R. Dallaqua, Fábio Augusto Faria, Alvaro Luiz Fazenda

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

A Practical Review on Medical Image Registration: From Rigid to Deep Learning Based Approaches.

Natan Andrade, Fábio Augusto Faria, Fabio Augusto Menocci Cappabianco

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

A Graph-based Approach for Static Ensemble Selection in Remote Sensing Image Analysis.

Fábio Augusto Faria, Sudeep Sarkar

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

SiRCub: A Novel Approach to Recognize Agricultural Crops Using Supervised Classification.

Jordi Creus Tomàs, Fábio Augusto Faria, Júlio César Dalla Mora Esquerdo, Alexandre Camargo Coutinho, Claudia Bauzer Medeiros

Int. J. Agric. Environ. Inf. Syst., 2017

Detrended Partial Cross Correlation for Brain Connectivity Analysis.

Jaime S. Ide, Fabio Augusto Cappabianco, Fábio Augusto Faria, Chiang-shan R. Li

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Mid-level Image Representation for Fruit Fly Identification (Diptera: Tephritidae).

Matheus Macedo Leonardo, Sandra Avila, Roberto A. Zucchi, Fábio Augusto Faria

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

Illuminant-Based Transformed Spaces for Image Forensics.

Tiago Jose de Carvalho, Fábio Augusto Faria, Hélio Pedrini, Ricardo da Silva Torres, Anderson Rocha

IEEE Trans. Inf. Forensics Secur., 2016

Fusion of time series representations for plant recognition in phenology studies.

Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres

Pattern Recognit. Lett., 2016

Time series-based classifier fusion for fine-grained plant species recognition.

Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Anderson Rocha, Ricardo da Silva Torres

Pattern Recognit. Lett., 2016

Information fusion for cocaine dependence recognition using fMRI.

Fábio Augusto Faria, Fabio A. M. Cappabianco, Chiang-shan R. Li, Jaime S. Ide

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

An Efficient Cloud-Based Iris Recognition Solution for Mobile Devices.

Frances Albert Santos, Fábio Augusto Faria, Azzedine Boukerche, Leandro Aparecido Villas

Proceedings of the 13th ACM International Symposium on Mobility Management and Wireless Access, 2015

2014

Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images.

Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A framework for selection and fusion of pattern classifiers in multimedia recognition.

Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres

Pattern Recognit. Lett., 2014

Automatic identification of fruit flies (Diptera: Tephritidae).

Fábio Augusto Faria, P. Perre, Roberto A. Zucchi, Leonardo Ré Jorge, T. M. Lewinsohn, Anderson Rocha, Ricardo da Silva Torres

J. Vis. Commun. Image Represent., 2014

Evaluation of Time Series Distance Functions in the Task of Detecting Remote Phenology Patterns.

Jose C. Conti, Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Luiz Camolesi Jr., Ricardo da Silva Torres

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More.

Fábio Augusto Faria, Jefersson Alex dos Santos, Sudeep Sarkar, Anderson Rocha, Ricardo da Silva Torres

Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

2012

Improving Image Classification through Descriptor Combination.

Alex F. Mansano, J. A. Matsuoka, Luis Claudio Sugi Afonso, João P. Papa, Fábio Augusto Faria, Ricardo da Silva Torres

Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Automatic Classifier Fusion for Produce Recognition.

Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres

Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Automatic fusion of region-based classifiers for coffee crop recognition.

Fábio Augusto Faria, Jefersson Alex dos Santos, Ricardo da Silva Torres, Anderson Rocha, Alexandre X. Falcão

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Descriptor correlation analysis for remote sensing image multi-scale classification.

Jefersson A. dos Santos, Fábio Augusto Faria, Ricardo da Silva Torres, Anderson Rocha, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

RECOD at ImageCLEF 2011: Medical Modality Classification using Genetic Programming.

Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres

Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010

Learning to rank for content-based image retrieval.

Fábio Augusto Faria, Adriano Veloso, Humberto Mossri de Almeida, Eduardo Valle, Ricardo da Silva Torres, Marcos André Gonçalves, Wagner Meira Jr.

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

A Genetic Programming approach for coffee crop recognition.

Jefersson Alex dos Santos, Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Rubens A. C. Lamparelli

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

A Comparative Study among Pattern Classifiers in Interactive Image Segmentation.

Thiago Vallin Spina, Javier A. Montoya-Zegarra, Fabio Andrijauskas, Fábio Augusto Faria, Carlos E. A. Zampieri, Sheila M. Pinto-Caceres, Tiago Jose de Carvalho, Alexandre X. Falcão

Proceedings of the SIBGRAPI 2009, 2009