Publications

@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}

}