Fábio Augusto Faria

According to our database1, Fábio Augusto Faria authored at least 25 papers between 2009 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
A correlation-based approach for event detection in Instagram.
Journal of Intelligent and Fuzzy Systems, 2018

Deep Feature-Based Classifiers for Fruit Fly Identification (Diptera: Tephritidae).
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Active Learning Approaches for Deforested Area Classification.
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.
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.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
SiRCub: A Novel Approach to Recognize Agricultural Crops Using Supervised Classification.
IJAEIS, 2017

Detrended Partial Cross Correlation for Brain Connectivity Analysis.
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).
Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016
Illuminant-Based Transformed Spaces for Image Forensics.
IEEE Trans. Information Forensics and Security, 2016

Fusion of time series representations for plant recognition in phenology studies.
Pattern Recognition Letters, 2016

Time series-based classifier fusion for fine-grained plant species recognition.
Pattern Recognition Letters, 2016

Information fusion for cocaine dependence recognition using fMRI.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
An Efficient Cloud-Based Iris Recognition Solution for Mobile Devices.
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.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

A framework for selection and fusion of pattern classifiers in multimedia recognition.
Pattern Recognition Letters, 2014

Automatic identification of fruit flies (Diptera: Tephritidae).
J. Visual Communication and Image Representation, 2014

2013
Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

2012
Improving Image Classification through Descriptor Combination.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Automatic Classifier Fusion for Produce Recognition.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Automatic fusion of region-based classifiers for coffee crop recognition.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Descriptor correlation analysis for remote sensing image multi-scale classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
RECOD at ImageCLEF 2011: Medical Modality Classification using Genetic Programming.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Learning to rank for content-based image retrieval.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

A Genetic Programming approach for coffee crop recognition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
A Comparative Study among Pattern Classifiers in Interactive Image Segmentation.
Proceedings of the SIBGRAPI 2009, 2009


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