Publications

@inproceedings{macedo2018benchmark,

title = {A benchmark methodology for child pornography detection},

author = {Joao Macedo and Filipe Costa and Jefersson A dos Santos},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {455--462},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{oliveira2018deep,

title = {Deep transfer learning for segmentation of anatomical structures in chest radiographs},

author = {Hugo Oliveira and Jefersson dos Santos},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {204--211},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vargas2018correcting,

title = {Correcting misaligned rural building annotations in open street map using convolutional neural networks evidence},

author = {John E Vargas-Munoz and Diego Marcos and Sylvain Lobry and Jefersson A dos Santos and Alexandre X Falcao and Devis Tuia},

year  = {2018},

date = {2018-01-01},

booktitle = {IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium},

pages = {1284--1287},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santana2018superpixel,

title = {Superpixel Context Description based on Visual Words Co-Occurrence Matrix},

author = {Tiago MHC Santana and Ricardo S da Torres and Jefersson A dos Santos},

year  = {2018},

date = {2018-01-01},

booktitle = {IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium},

pages = {6199--6202},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ferreira2018comparativeb,

title = {A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping},

author = {Edemir Ferreira and Hugo Oliveira and Mário Sérgio Alvim and Jefersson Alex dos Santos},

year  = {2018},

date = {2018-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {72--80},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{de2018exploring,

title = {Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images},

author = {Hugo Neves de Oliveira and Claudio Saliba de Avelar and Alexei Manso Corr{^e}a Machado and Arnaldo de Albuquerque Araujo and Jefersson Alex dos Santos},

year  = {2018},

date = {2018-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {690--698},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2017star,

title = {Star: A Contextual Description of Superpixels for Remote Sensing Image Classification},

author = {Jefersson A dos Santos},

year  = {2017},

date = {2017-01-01},

booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8--11, 2016, Proceedings},

volume = {10125},

pages = {300},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caetano2017activity,

title = {Activity recognition based on a magnitude-orientation stream network},

author = {Carlos Caetano and Victor HC de Melo and Jefersson A dos Santos and William Robson Schwartz},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {47--54},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santana2017deep,

title = {Deep contextual description of superpixels for aerial urban scenes classification},

author = {Tiago MHC Santana and Keiller Nogueira and Alexei MC Machado and Jefersson A dos Santos},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},

pages = {3027--3031},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2017data,

title = {Data-Driven Flood Detection using Neural Networks.},

author = {Keiller Nogueira and Samuel G Fadel and {'I}caro C Dourado and Rafael de Oliveira Werneck and Javier AV Mu{~n}oz and Otávio AB Penatti and Rodrigo Tripodi Calumby and Lin Li and Jefersson Alex dos Santos and Ricardo da Silva Torres},

year  = {2017},

date = {2017-01-01},

booktitle = {MediaEval},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{baeta2017learning,

title = {Learning deep features on multiple scales for coffee crop recognition},

author = {Rafael Baeta and Keiller Nogueira and David Menotti and Jefersson A dos Santos},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {262--268},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santos2017combination,

title = {Combination techniques for hyperspectral image interpretation},

author = {Andrey Bicalho Santos and A A de Ara{'u}jo and Jefersson A dos Santos and William Robson Schwartz and David Menotti},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},

pages = {3648--3651},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{albarracin2017fusion,

title = {Fusion of genetic-programming-based indices in hyperspectral image classification tasks},

author = {Juan Hernández F Albarrac{'i}n and Edemir Ferreira and Jefersson A dos Santos and Ricardo S da Torres},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},

pages = {554--557},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2017semantic,

title = {Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of convnets},

author = {Keiller Nogueira and Jefersson A Dos Santos and Leonardo Cancian and Bruno D Borges and Thiago SF Silva and Leonor Patricia Morellato and Ricardo S da Torres},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},

pages = {3787--3790},

organization = {Ieee},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vargas2017post,

title = {Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation},

author = {John E Vargas-Munoz and Devis Tuia and Jefersson A Dos Santos and Alexandre X Falc{~a}o},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},

pages = {3688--3691},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hernandez2017fusion,

title = {Fusion of genetic-programming-based indices in hyperspectral image classification tasks},

author = {Juan F Hernández Albarrac{'i}n and Edemir Ferreira Jr and Jefersson A dos Santos and Ricardo S da Torres and others},

year  = {2017},

date = {2017-01-01},

booktitle = {IEEE international geoscience and remote sensing symposium proceedings},

organization = {Institute of Electrical and Electronics Engineers},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{de2016information,

title = {Information Theory-Based Detection of Noisy Bit Planes in Medical Images},

author = {Hugo N De Oliveira and Jefersson Alex Dos Santos and Matheus C de Melo and Tha{'i}s G do R{^e}go and Leonardo V Batista},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {32--39},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caetano2016optical,

title = {Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor},

author = {Carlos Caetano and Jefersson A dos Santos and William Robson Schwartz},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 23rd International Conference on Pattern Recognition (ICPR)},

pages = {1947--1952},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{munoz2016recod,

title = {RECOD@ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects.},

author = {Javier AV Mu{~n}oz and Lin Tzy Li and {'I}caro C Dourado and Keiller Nogueira and Samuel G Fadel and Otávio Augusto Bizetto Penatti and Jurandy Almeida and Lu{'i}s AM Pereira and Rodrigo Tripodi Calumby and Jefersson A dos Santos and others},

year  = {2016},

date = {2016-01-01},

booktitle = {MediaEval},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2016learning,

title = {Learning to semantically segment high-resolution remote sensing images},

author = {Keiller Nogueira and Mauro Dalla Mura and Jocelyn Chanussot and William Robson Schwartz and Jefersson A dos Santos},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 23rd International Conference on Pattern Recognition (ICPR)},

pages = {3566--3571},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2016towards,

title = {Towards vegetation species discrimination by using data-driven descriptors},

author = {Keiller Nogueira and Jefersson A Dos Santos and Tamires Fornazari and Thiago Sanna Freire Silva and Leonor Patricia Morellato and Ricardo S da Torres},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 9th IAPR Workshop on Pattern Recogniton in Remote Sensing (PRRS)},

pages = {1--6},

organization = {Ieee},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{albarracin2016learning,

title = {Learning to combine spectral indices with genetic programming},

author = {Juan Felipe Hernandez Albarracin and Jefersson Alex Dos Santos and Ricardo S da Torres},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {408--415},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ferreira2016boosting,

title = {A boosting-based approach for remote sensing multimodal image classification},

author = {Edemir Ferreira and Arnaldo de Albuquerque Ara{'u}jo and Jefersson Alex Dos Santos},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {416--423},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santana2016star,

title = {Star: A contextual description of superpixels for remote sensing image classification},

author = {Tiago MHC Santana and Alexei MC Machado and Arnaldo A de Ara{'u}jo and Jefersson A dos Santos},

year  = {2016},

date = {2016-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {300--308},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tinoco2015multi,

title = {A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners},

author = {Sandro Luiz Jailson Lopes Tin{^o}co and David Menotti and Jefersson A dos Santos and Gladston JP Moreira},

year  = {2015},

date = {2015-01-01},

booktitle = {International Conference on Evolutionary Multi-Criterion Optimization},

pages = {544--556},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{penatti2015deep,

title = {Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?},

author = {Otávio AB Penatti and Keiller Nogueira and Jefersson A Dos Santos},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the IEEE conference on computer vision and pattern recognition workshops},

pages = {44--51},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vargas2015contextual,

title = {Contextual superpixel description for remote sensing image classification},

author = {John E Vargas and Alexandre X Falc{~a}o and Jefersson A dos Santos and J{'u}lio César Dalla Mora Esquerdo and Alexandre Camargo Coutinho and Jo{~a}o Francisco Gon{ç}alves Antunes},

year  = {2015},

date = {2015-01-01},

booktitle = {2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},

pages = {1132--1135},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{junior2015computational,

title = {A Computational Infrastructure Model for Research on Computer Vision},

author = {Antonio Nazaré J{'u}nior and Marco Rodrigues and Victor Melo and Arthur Correia and Gabriel Gon{ç}alves and Keiller Nogueira and Carlos Caetano and Edemir Ferreira J{'u}nior and Jeferson dos Santos and William Schwartz},

year  = {2015},

date = {2015-01-01},

booktitle = {Anais do IX Brazilian e-Science Workshop},

pages = {21--30},

organization = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pessoa2015experimental,

title = {An experimental comparison of feature extraction and distance metrics for image retrieval},

author = {Ramon F Pessoa and William R Schwartz and Jefersson A dos Santos},

year  = {2015},

date = {2015-01-01},

booktitle = {XXVIII Conference on Graphics, Patterns and Images (SIBGRAPI). Salvador, Brazil},

volume = {7},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2015improving,

title = {Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks},

author = {K Nogueira and W O Miranda and J A dos Santos},

year  = {2015},

date = {2015-01-01},

booktitle = {SIBGRAPI 2015 -- Conference on Graphics, Patterns and Images, Salvador, Brazil, 2015.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pessoa2015study,

title = {A study on low-cost representations for image feature extraction on mobile devices},

author = {Ramon F Pessoa and William R Schwartz and Jefersson A dos Santos},

year  = {2015},

date = {2015-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {424--431},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2015coffee,

title = {Coffee crop recognition using multi-scale convolutional neural networks},

author = {Keiller Nogueira and William Robson Schwartz and Jefersson A dos Santos},

year  = {2015},

date = {2015-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {67--74},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li2015recod,

title = {RECOD@ Placing Task of MediaEval 2015.},

author = {Lin Tzy Li and Javier AV Mu{~n}oz and Jurandy Almeida and Rodrigo Tripodi Calumby and Otávio Augusto Bizetto Penatti and {'I}caro C Dourado and Keiller Nogueira and Pedro Ribeiro Mendes J{'u}nior and Lu{'i}s AM Pereira and Daniel Carlos Guimar{~a}es Pedronette and others},

year  = {2015},

date = {2015-01-01},

booktitle = {MediaEval},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{de2015multiclass,

title = {A multiclass approach for land-cover mapping by using multiple data sensors},

author = {Edemir Ferreira de Andrade and Arnaldo de Albuquerque Ara{'u}jo and Jefersson A dos Santos},

year  = {2015},

date = {2015-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {59--66},

organization = {Springer, Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{silva2015facing,

title = {Facing The Challenges Of Tracking Tropical Phenology At Several Scales In Time And Space},

author = {TSF Silva and P Morellato and AS Streher and B Alberton and J Almeida and J dos Santos and L Cancian and B Borges and G Mariano and MG Camargo and others},

year  = {2015},

date = {2015-01-01},

booktitle = {AGU Fall Meeting Abstracts},

volume = {2015},

pages = {B23K--04},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}