Conference

@inproceedings{da2020towards,

title = {Towards open-set semantic segmentation of aerial images},

author = {Caio CV da Silva and Keiller Nogueira and Hugo N Oliveira and Jefersson A dos Santos},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)},

pages = {16--21},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ferreira2020brazildam,

title = {BrazilDAM: A benchmark dataset for tailings dam detection},

author = {Edemir Ferreira and Matheus Brito and Remis Balaniuk and Mário S Alvim and Jefersson A dos Santos},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)},

pages = {339--344},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{morellato2020integrating,

title = {Integrating time and space in tropical phenology to track climate change},

author = {Patricia Morellato and Bruna Alberton and Annia S Streher and Greice Mariano and Jefersson dos Santos and JG Almeida Jr and TS Silva and Ricardo da Silva Torres},

year  = {2020},

date = {2020-01-01},

booktitle = {AGU Fall Meeting Abstracts},

volume = {2020},

pages = {B051--0001},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caetano2020motion,

title = {Motion-based representations for activity recognition},

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

year  = {2020},

date = {2020-01-01},

booktitle = {Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images},

pages = {84--90},

organization = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2020going,

title = {Going deep into remote sensing spatial feature learning},

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

year  = {2020},

date = {2020-01-01},

booktitle = {Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images},

pages = {98--104},

organization = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fernandes2020water,

title = {Water Tanks and Swimming Pools Detection in Satellite Images: Exploiting Shallow and Deep-Based Strategies},

author = {Eduardo Fernandes and Pedro Wildemberg and Jefersson dos Santos},

year  = {2020},

date = {2020-01-01},

booktitle = {Anais do XVI Workshop de Vis~ao Computacional},

pages = {117--122},

organization = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2019comparative,

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

author = {Jefersson Alex dos Santos},

year  = {2019},

date = {2019-01-01},

booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings},

volume = {11401},

pages = {72},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caetano2019skelemotion,

title = {Skelemotion: A new representation of skeleton joint sequences based on motion information for 3d action recognition},

author = {Carlos Caetano and Jessica Sena and Fran{ç}ois Brémond and Jefersson A Dos Santos and William Robson Schwartz},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},

pages = {1--8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mota2019fastensor,

title = {FASTensor: A tensor framework for spatiotemporal description},

author = {Virg{i}nia F Mota and Jefersson A dos Santos and Arnaldo A de Ara{'u}jo},

year  = {2019},

date = {2019-01-01},

booktitle = {Anais Estendidos da XXXII Conference on Graphics, Patterns and Images},

pages = {28--34},

organization = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2019tool,

title = {A tool for bridge detection in major infrastructure works using satellite images},

author = {Keiller Nogueira and Caio Cesar and Pedro HT Gama and Gabriel LS Machado and Jefersson A dos Santos},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 XV Workshop de Vis~ao Computacional (WVC)},

pages = {72--77},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tavares2019evaluating,

title = {Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images},

author = {Eduardo A Tavares and Ricardo S da Torres and Jefersson A dos Santos},

year  = {2019},

date = {2019-01-01},

booktitle = {IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium},

pages = {254--257},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pereira2019effective,

title = {How effective is super-resolution to improve dense labelling of coarse resolution imagery?},

author = {Matheus B Pereira and Jefersson A dos Santos},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {202--209},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caetano2018statistical,

title = {Statistical Measures from Co-occurrence of Codewords for Action Recognition.},

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

year  = {2018},

date = {2018-01-01},

booktitle = {VISIGRAPP (5: VISAPP)},

pages = {301--308},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{morellato2015facing,

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

author = {Patricia Morellato and Thiago Sanna Freire Silva and Annia Susin Streher and Bruna Alberton and Jurandy Almeida and Jefersson dos Santos and Leonardo Cancian and Bruno Borges and Greice Mariano and Maria Gabriela Camargo and others},

year  = {2015},

date = {2015-01-01},

booktitle = {2015 AGU Fall Meeting},

organization = {AGU},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moreira2014learning,

title = {Learning to rank similar apparel styles with economically-efficient rule-based active learning},

author = {Mariane Moreira and Jefersson A dos Santos and Adriano Veloso},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of International Conference on Multimedia Retrieval},

pages = {361--368},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2014unsupervised,

title = {Unsupervised hyperspectral band selection based on spectral rhythm analysis},

author = {Lilian CB dos Santos and Silvio Jamil Ferzoli Guimaraes and Arnaldo de Albuquerque Araujo and Jefersson A dos Santos},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 27th SIBGRAPI Conference on Graphics, Patterns and Images},

pages = {157--164},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vargas2014superpixel,

title = {Superpixel-based interactive classification of very high resolution images},

author = {John E Vargas and Priscila TM Saito and Alexandre X Falcao and Pedro J De Rezende and Jefersson A Dos Santos},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 27th SIBGRAPI Conference on Graphics, Patterns and Images},

pages = {173--179},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2014phenological,

title = {Phenological event detection by visual rhythms dissimilarity analysis},

author = {Lilian Chaves Brandao Dos Santos and Jurandy Almeida and Jefersson Alex Dos Santos and Silvio Jamil Ferzoli Guimaraes and Arnaldo De Albuquerque Araujo and Bruna Alberton and Leonor Patricia Cerdeira Morellato and Ricardo da Silva Torres},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 IEEE 10th International Conference on e-Science},

volume = {1},

pages = {263--270},

organization = {Ieee},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{morellato2014phenology,

title = {e-Phenology: monitoring leaf phenology and tracking climate changes in the tropics},

author = {Patr{'i}cia Morellato and Bruna Alberton and Jurandy Almeida and Jefersson Alex and Greice Mariano and Ricardo Torres},

year  = {2014},

date = {2014-01-01},

booktitle = {EGU General Assembly Conference Abstracts},

pages = {12020},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{faria2013classifier,

title = {Classifier selection based on the correlation of diversity measures: When fewer is more},

author = {Fabio A Faria and Jefersson A dos Santos and Sudeep Sarkar and Anderson Rocha and Ricardo S da Torres},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 XXVI Conference on Graphics, Patterns and Images},

pages = {16--23},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2013remote,

title = {Remote sensing image representation based on hierarchical histogram propagation},

author = {Jefersson A Dos Santos and Otávio AB Penatti and Ricardo S da Torres and Philippe-H Gosselin and Sylvie Philipp-Foliguet and Alexandre X Falcao},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS},

pages = {2982--2985},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{almeida2013plant,

title = {Plant species identification with phenological visual rhythms},

author = {Jurandy Almeida and Jefersson A Dos Santos and Bruna Alberton and Leonor Patricia C Morellato and Ricardo S da Torres},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 IEEE 9th International Conference on e-Science},

pages = {148--154},

organization = {Ieee},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{torres2013shape,

title = {Shape-based time series analysis for remote phenology studies},

author = {Ricardo S da Torres and Makoto Hasegawa and Salvatore Tabbone and Jurandy Almeida and Jefersson A dos Santos and Bruna Alberton and Leonor Patricia C Morellato},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS},

pages = {3598--3601},

organization = {Ieee},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{almeida2013visual,

title = {Visual rhythm-based time series analysis for phenology studies},

author = {Jurandy Almeida and Jefersson A dos Santos and Bruna C Alberton and Leonor Patricia C Morellato and Ricardo S da Torres},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 IEEE International Conference on Image Processing},

pages = {4412--4416},

organization = {Ieee},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tinoco2013ensemble,

title = {Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on linear programming and weighted linear combination},

author = {Sandro Luiz Jailson Lopes Tin{^o}co and Haroldo Gambini Santos and David Menotti and Andrey Bicalho Santos and Jefersson Alex dos Santos},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS},

pages = {4082--4085},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2013remoteb,

title = {Remote sensing image segmentation and representation through multiscale analysis},

author = {Jefersson Alex Dos Santos and Ricardo Da Silva Torres},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 26th Conference on Graphics, Patterns and Images Tutorials},

pages = {23--30},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fedel2012sinimbu,

title = {Sinimbu--Multimodal Queries to Support Biodiversity Studies},

author = {Gabriel S de Fedel and Claudia Bauzer Medeiros and Jefersson Alex dos Santos},

year  = {2012},

date = {2012-01-01},

booktitle = {International Conference on Computational Science and Its Applications},

pages = {620--634},

organization = {Springer, Berlin, Heidelberg},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{faria2012automatic,

title = {Automatic classifier fusion for produce recognition},

author = {Fabio Augusto Faria and Jefersson Alex dos Santos and Anderson Rocha and Ricardo S da Torres},

year  = {2012},

date = {2012-01-01},

booktitle = {2012 25th SIBGRAPI Conference on Graphics, Patterns and Images},

pages = {252--259},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2012descriptor,

title = {Descriptor correlation analysis for remote sensing image multi-scale classification},

author = {Jefersson A dos Santos and Fábio Augusto Faria and R S da Torres and Anderson Rocha and Philippe Henri Gosselin and Sylvie Philipp-Foliguet and A Falcao},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)},

pages = {3078--3081},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2012improving,

title = {Improving texture description in remote sensing image multi-scale classification tasks by using visual words},

author = {Jefersson A dos Santos and Otávio Augusto Bizetto Penatti and R S da Torres and Philippe Henri Gosselin and Sylvie Philipp-Foliguet and A Falcao},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)},

pages = {3090--3093},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{almeida2012remote,

title = {Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna},

author = {Jurandy Almeida and Jefersson A Dos Santos and Bruna Alberton and Ricardo S da Torres and Leonor Patricia C Morellato},

year  = {2012},

date = {2012-01-01},

booktitle = {2012 IEEE 8th International Conference on E-Science},

pages = {1--8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{faria2012automaticb,

title = {Automatic fusion of region-based classifiers for coffee crop recognition},

author = {Fabio A Faria and Jefersson A dos Santos and Ricardo S da Torres and Anderson Rocha and Alexandre X Falcao},

year  = {2012},

date = {2012-01-01},

booktitle = {2012 IEEE International Geoscience and Remote Sensing Symposium},

pages = {2221--2224},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nakamura2012hyperspectral,

title = {Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms},

author = {R Nakamura and J Papa and L Fonseca and JA dos Santos and R S da Torres},

year  = {2012},

date = {2012-01-01},

booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International},

pages = {3066--3069},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2011interactive,

title = {Interactive classification of remote sensing images by using optimum-path forest and genetic programming},

author = {Jefersson dos Santos and André da Silva and Ricardo da Silva Torres and Alexandre Falc{~a}o and Léo Magalh{~a}es and Rubens Lamparelli},

year  = {2011},

date = {2011-01-01},

booktitle = {Computer Analysis of Images and Patterns},

pages = {300--307},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{macario2010annotating,

title = {Annotating data to support decision-making: a case study},

author = {Geovana N Macário and Jefersson A dos Santos and Claudia Bauzer Medeiros and Ricardo da S Torres and others},

year  = {2010},

date = {2010-01-01},

booktitle = {Proceedings of the 6th Workshop on Geographic Information Retrieval},

pages = {20},

organization = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santos2010genetic,

title = {A Genetic Programming approach for coffee crop recognition},

author = {JA Santos and F Faria and R Calumby and R S da Torres and RAC Lamparelli},

year  = {2010},

date = {2010-01-01},

booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International},

pages = {3418--3421},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2009using,

title = {Using relevance feedback for classifying remote sensing images},

author = {JA dos Santos and RA Lamparelli and R S da Torres},

year  = {2009},

date = {2009-01-01},

booktitle = {Proceedings of Brazilian Remote Sensing Symposium},

pages = {7909--7916},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santos2008genetic,

title = {A genetic programming approach for relevance feedback in region-based image retrieval systems},

author = {J Santos and Cristiano Dalmaschio Ferreira and R Torres},

year  = {2008},

date = {2008-01-01},

booktitle = {Computer Graphics and Image Processing, 2008. SIBGRAPI'08. XXI Brazilian Symposium on},

pages = {155--162},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nogueira2014learning,

title = {Learning to Annotate Clothes in Everyday Photos: Multi-Modal, Multi-Label, Multi-Instance Approach},

author = {Keiller Nogueira and Adriano Veloso and Jefersson A dos Santos},

booktitle = {SIBGRAPI 2014},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}