Journal Articles

@article{Nunes2022b,

title = {Conditional Reconstruction for Open-Set Semantic Segmentation},

author = {Matheus Barros Pereira and Ian Nunes and Hugo Oliveira and Jefersson Alex Dos Santos and Marcus Poggi},

year  = {2022},

date = {2022-10-16},

journal = {2022 IEEE International Conference on Image Processing (ICIP)},

pages = {946-950},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Monteiro2022,

title = {Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples},

author = {Bruno Monteiro and Hugo Neves de Oliveira and Jefersson Alex Dos Santos},

year  = {2022},

date = {2022-07-12},

journal = {IEEE Geoscience and Remote Sensing Letters},

volume = {19},

pages = {1-5},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{daSilva2022,

title = {Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets},

author = {Camila Laranjeira and João Macedo and Sandra Avila and Jefersson Alex Dos Santos},

year  = {2022},

date = {2022-06-21},

journal = {2022 ACM Conference on Fairness, Accountability, and Transparency},

pages = {2189-2205},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Nunes2022,

title = {FuSS: Fusing Superpixels for Improved Segmentation Consistency},

author = {Ian Nunes and Matheus Barros Pereira and Hugo Oliveira and Jefersson Alex Dos Santos and Marcus Poggi},

year  = {2022},

date = {2022-06-14},

journal = {arXiv preprint arXiv:2206.02714},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Machado2022,

title = {Facing the Void: Overcoming Missing Data in Multi-View Imagery},

author = {Gabriel Machado and Keiller Nogueira and Matheus Barros Pereira and Jefersson Alex Dos Santos},

year  = {2022},

date = {2022-05-14},

journal = {arXiv preprint arXiv:2205.10592},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Liesenberg2022,

title = {The IEEE GRSS Brazil Chapter: 2020 Activities [Chapters]},

author = {Veraldo Liesenberg and Nayara Vasconcelos Estrabis and José Marcato Junior and Alessandra Rodrigues Gomes and Rafael Lemos Paes and Rosa Elvira Correa Pabón and Jefersson Alex Dos Santos},

year  = {2022},

date = {2022-04-28},

journal = {IEEE Geoscience and Remote Sensing Magazine},

volume = {10},

number = {1},

pages = {354-360},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gama2022,

title = {Weakly Supervised Few-Shot Segmentation Via Meta-Learning},

author = {Pedro Henrique Targino Gama and Hugo Neves de Oliveira and Jose Marcato and Jefersson Alex Dos Santos},

year  = {2022},

date = {2022-03-29},

journal = {IEEE Transactions on Multimedia},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Cunha2021,

title = {Water tank and swimming pool detection based on remote sensing and deep learning: Relationship with socioeconomic level and applications in dengue control},

author = {Higor Souza Cunha and Brenda Santana Sclauser and Pedro Fonseca Wildemberg and Eduardo Augusto Militão Fernandes and Jefersson Alex Dos Santos and Mariana de Oliveira Lage and Camila Lorenz and Gerson Laurindo Barbosa and José Alberto Quintanilha and Francisco Chiaravalloti Neto },

year  = {2021},

date = {2021-12-09},

journal = {(Public Library of Science) Plos one },

volume = {16},

number = {12},

pages = {e0258681},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gama2021learning,

title = {Learning to Segment Medical Images from Few-Shot Sparse Labels},

author = {Pedro HT Gama and Hugo N de Oliveira and Jefersson Alex Dos Santos },

year  = {2021},

date = {2021-10-18},

journal = {arXiv preprint arXiv:2108.05476},

pages = {89-96},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Pereira2021b,

title = {ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation},

author = {Matheus Barros Pereira and Jefersson Alex Dos Santos},

year  = {2021},

date = {2021-10-18},

journal = {2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {278-285},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Oliveira2021b,

title = {Semantic segmentation with multi-source domain adaptation for radiological images},

author = {Hugo N de Oliveira and Arnaldo A de Araújo and Jefersson Alex Dos Santos },

year  = {2021},

date = {2021-10-18},

journal = {Anais Estendidos do XXXIV Conference on Graphics, Patterns and Images},

pages = {98-104},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Martinez2021,

title = {Open Set Semantic Segmentation for Multitemporal Crop Recognition},

author = {Chamorro Martinez and Jorge A. and Hugo Oliveira and Jefersson Alex Dos Santos and Raul Queiroz Feitosa },

year  = {2021},

date = {2021-10-05},

journal = {IEEE Geoscience and Remote Sensing Letters},

volume = {19},

pages = {1-5},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{vendramini2021opening,

title = {Opening Deep Neural Networks with Generative Models},

author = {Marcos Vendramini and Hugo Oliveira and Alexei Machado and Jefersson A dos Santos},

year  = {2021},

date = {2021-09-19},

journal = {arXiv preprint arXiv:2105.10013},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2021introduction,

title = {An introduction to deep morphological networks},

author = {Keiller Nogueira and Jocelyn Chanussot and Mauro Dalla Mura and Jefersson A Dos Santos},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Access},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveira2021fully,

title = {Fully convolutional open set segmentation},

author = {Hugo Oliveira and Caio Silva and Gabriel LS Machado and Keiller Nogueira and Jefersson A dos Santos},

year  = {2021},

date = {2021-01-01},

journal = {Machine Learning},

pages = {1--52},

publisher = {Springer US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{osco2021semantic,

title = {Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery},

author = {Lucas Prado Osco and Keiller Nogueira and Ana Paula Marques Ramos and Mayara Maezano Faita Pinheiro and Danielle Elis Garcia Furuya and Wesley Nunes Gon{ç}alves and Lucio Andre de Castro Jorge and José Marcato Junior and Jefersson Alex dos Santos},

year  = {2021},

date = {2021-01-01},

journal = {Precision Agriculture},

volume = {22},

pages = {1171-1188},

publisher = {Springer US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pereira2021genetic,

title = {A genetic algorithm approach for image representation learning through color quantization},

author = {Erico M Pereira and Ricardo S da Torres and Jefersson A dos Santos},

year  = {2021},

date = {2021-01-01},

journal = {Multimedia Tools and Applications},

volume = {80},

number = {10},

pages = {15315--15350},

publisher = {Springer US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{martins2021semantic,

title = {Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning},

author = {José Augusto Correa Martins and Keiller Nogueira and Lucas Prado Osco and Felipe David Georges Gomes and Danielle Elis Garcia Furuya and Wesley Nunes Gon{ç}alves and Diego André Sant’Ana and Ana Paula Marques Ramos and Veraldo Liesenberg and Jefersson Alex dos Santos and others},

year  = {2021},

date = {2021-01-01},

journal = {Remote Sensing},

volume = {13},

number = {16},

pages = {3054},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gama2021weakly,

title = {Weakly Supervised Medical Image Segmentation},

author = {Pedro HT Gama and Hugo Oliveira and Jefersson A dos Santos},

year  = {2021},

date = {2021-01-01},

journal = {arXiv preprint arXiv:2108.05476},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{barros2021chessmix,

title = {ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation},

author = {Matheus Barros Pereira and Jefersson Alex dos Santos},

year  = {2021},

date = {2021-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2108},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveira2020truly,

title = {Truly generalizable radiograph segmentation with conditional domain adaptation},

author = {Hugo N Oliveira and Edemir Ferreira and Jefersson A Dos Santos},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {84037--84062},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mota2020video,

title = {From video pornography to cancer cells: a tensor framework for spatiotemporal description},

author = {Virginia F Mota and Hugo N de Oliveira and Sergio Scalzo and Dalton Dittz and Reginaldo J Santos and Jefersson A dos Santos and Arnaldo A de Araujo},

year  = {2020},

date = {2020-01-01},

journal = {Multimedia Tools and Applications},

volume = {79},

number = {19},

pages = {13919--13949},

publisher = {Springer US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{barros2020end,

title = {An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation},

author = {Matheus Barros Pereira and Jefersson Alex dos Santos},

year  = {2020},

date = {2020-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2003},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{albarracin2020soft,

title = {A Soft Computing Approach for Selecting and Combining Spectral Bands},

author = {Juan FH Albarrac{'i}n and Rafael S Oliveira and Marina Hirota and Jefersson A dos Santos and Ricardo S da Torres},

year  = {2020},

date = {2020-01-01},

journal = {Remote Sensing},

volume = {12},

number = {14},

pages = {2267},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{machado2020airound,

title = {AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification},

author = {Gabriel Machado and Edemir Ferreira and Keiller Nogueira and Hugo Oliveira and Matheus Brito and Pedro Henrique Targino Gama and Jefersson Alex dos Santos},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},

volume = {14},

pages = {488--503},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveira20203d,

title = {From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays},

author = {Hugo Oliveira and Virginia Mota and Alexei MC Machado and Jefersson A dos Santos},

year  = {2020},

date = {2020-01-01},

journal = {Pattern Recognition Letters},

volume = {140},

pages = {10--17},

publisher = {North-Holland},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{barros2020new,

title = {A New Similarity Space Tailored for Supervised Deep Metric Learning},

author = {Pedro H Barros and Fabiane Queiroz and Flavio Figueredo and Jefersson A dos Santos and Heitor S Ramos},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2011.08325},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2020facing,

title = {Facing erosion identification in railway lines using pixel-wise deep-based approaches},

author = {Keiller Nogueira and Gabriel LS Machado and Pedro HT Gama and Caio CV da Silva and Remis Balaniuk and Jefersson A dos Santos},

year  = {2020},

date = {2020-01-01},

journal = {Remote Sensing},

volume = {12},

number = {4},

pages = {739},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{liesenberg2020ieee,

title = {IEEE GRSS Brazil Chapter: Status and Activities in 2019 [Chapters]},

author = {Veraldo Liesenberg and Jose Marcato and Raul Queiroz Feitosa and Alessandra Rodrigues Gomes and Jefersson Alex Dos Santos and Rafael Lemos Paes and Edson A Mitishita and Antonio MG Tommaselli and Fatima Sombra N de Sombra and Alejandro C Frery},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Geoscience and Remote Sensing Magazine},

volume = {8},

number = {4},

pages = {144--151},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2019spatio,

title = {Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks},

author = {Keiller Nogueira and Jefersson A dos Santos and Nathalia Menini and Thiago SF Silva and Leonor Patricia C Morellato and Ricardo S da Torres},

year  = {2019},

date = {2019-01-01},

journal = {IEEE Geoscience and Remote Sensing Letters},

volume = {16},

number = {10},

pages = {1665--1669},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{caetano2019magnitude,

title = {Magnitude-Orientation Stream network and depth information applied to activity recognition},

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

year  = {2019},

date = {2019-01-01},

journal = {Journal of Visual Communication and Image Representation},

volume = {63},

pages = {102596},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2019dynamic,

title = {Dynamic multicontext segmentation of remote sensing images based on convolutional networks},

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

year  = {2019},

date = {2019-01-01},

journal = {IEEE Transactions on Geoscience and Remote Sensing},

volume = {57},

number = {10},

pages = {7503--7520},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{da2019open,

title = {Open set semantic egmentation of remote sensing images},

author = {Caio Cesar Viana da Silva and others},

year  = {2019},

date = {2019-01-01},

publisher = {Universidade Federal de Minas Gerais},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pereira2019mapping,

title = {Mapping the unseen: exploiting super-resolution for semantic segmentation in low-resolution images},

author = {Matheus Barros Pereira and others},

year  = {2019},

date = {2019-01-01},

publisher = {Universidade Federal de Minas Gerais},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2018exploiting,

title = {Exploiting ConvNet diversity for flooding identification},

author = {Keiller Nogueira and Samuel G Fadel and {'I}caro C Dourado and Rafael O de Werneck and Javier AV Mu{~n}oz and Otávio AB Penatti and Rodrigo T Calumby and Lin Tzy Li and Jefersson A dos Santos and Ricardo S da Torres},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Geoscience and Remote Sensing Letters},

volume = {15},

number = {9},

pages = {1446--1450},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{esmael2018ensemble,

title = {On the ensemble of multiscale object-based classifiers for aerial images: a comparative study},

author = {Agnaldo Aparecido Esmael and Jefersson Alex Dos Santos and Ricardo da Silva Torres},

year  = {2018},

date = {2018-01-01},

journal = {Multimedia Tools and Applications},

volume = {77},

number = {19},

pages = {24565--24592},

publisher = {Springer US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreira2018comparative,

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

author = {Edemir Ferreira and Mário S Alvim and Jefersson A dos Santos},

year  = {2018},

date = {2018-01-01},

journal = {arXiv preprint arXiv:1806.02400},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{menini2018soft,

title = {A soft computing framework for image classification based on recurrence plots},

author = {Nathalia Menini and Alexandre E Almeida and Rubens Lamparelli and Guerric Le Maire and Jefersson A dos Santos and Helio Pedrini and Marina Hirota and Ricardo S da Torres},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Geoscience and Remote Sensing Letters},

volume = {16},

number = {2},

pages = {320--324},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2017towards,

title = {Towards better exploiting convolutional neural networks for remote sensing scene classification},

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

year  = {2017},

date = {2017-01-01},

journal = {Pattern Recognition},

volume = {61},

pages = {539--556},

publisher = {Pergamon},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreira2017data,

title = {Data-driven feature characterization techniques for laser printer attribution},

author = {Anselmo Ferreira and Luca Bondi and Luca Baroffio and Paolo Bestagini and Jiwu Huang and Jefersson A Dos Santos and Stefano Tubaro and Anderson Rocha},

year  = {2017},

date = {2017-01-01},

journal = {IEEE Transactions on Information Forensics and Security},

volume = {12},

number = {8},

pages = {1860--1873},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alberton2017introducing,

title = {Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation},

author = {Bruna Alberton and Ricardo S da Torres and Leonardo F Cancian and Bruno D Borges and Jurandy Almeida and Greice C Mariano and Jefersson dos Santos and Leonor Patricia Cerdeira Morellato},

year  = {2017},

date = {2017-01-01},

journal = {Perspectives in Ecology and Conservation},

volume = {15},

number = {2},

pages = {82--90},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pereira2017color,

title = {A Color Quantization Optimization Approach for Image Representation Learning},

author = {{É}rico Marco DA Pereira and Jefersson A dos Santos},

year  = {2017},

date = {2017-01-01},

journal = {arXiv preprint arXiv:1711.06809},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2016pointwise,

title = {Pointwise and pairwise clothing annotation: combining features from social media},

author = {Keiller Nogueira and Adriano Alonso Veloso and Jefersson Alex Dos Santos},

year  = {2016},

date = {2016-01-01},

journal = {Multimedia Tools and Applications},

volume = {75},

number = {7},

pages = {4083--4113},

publisher = {Springer US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{almeida2016phenological,

title = {Phenological visual rhythms: Compact representations for fine-grained plant species identification},

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

year  = {2016},

date = {2016-01-01},

journal = {Pattern Recognition Letters},

volume = {81},

pages = {90--100},

publisher = {North-Holland},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreira2016multi,

title = {Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection},

author = {Anselmo Ferreira and Jefersson A Dos Santos and Anderson Rocha},

year  = {2016},

date = {2016-01-01},

journal = {Intelligent Data Analysis},

volume = {20},

number = {s1},

pages = {S17--S36},

publisher = {IOS Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreira2016behavior,

title = {Behavior knowledge space-based fusion for copy--move forgery detection},

author = {Anselmo Ferreira and Siovani C Felipussi and Carlos Alfaro and Pablo Fonseca and John E Vargas-Munoz and Jefersson A Dos Santos and Anderson Rocha},

year  = {2016},

date = {2016-01-01},

journal = {IEEE Transactions on Image Processing},

volume = {25},

number = {10},

pages = {4729--4742},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{neto2016meat,

title = {Meat adulteration detection through digital image analysis of histological cuts using LBP},

author = {Jo{~a}o J Neto and Jefersson A dos Santos and William Robson Schwartz},

year  = {2016},

date = {2016-01-01},

journal = {arXiv preprint arXiv:1611.02260},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nikonorov20162016,

title = {2016 9TH IAPR WORKSHOP ON PATTERN RECOGNITION IN REMOTE SENSING, PRRS 2016},

author = {A Nikonorov and M Petrov and P Yakimov and V Blank and S Karpeev and R Skidanov and N Kazanskiy and R Roscher and S Wenzel and B Waske and others},

year  = {2016},

date = {2016-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreira2015laser,

title = {Laser printer attribution: Exploring new features and beyond},

author = {Anselmo Ferreira and Luiz C Navarro and Giuliano Pinheiro and Jefersson A dos Santos and Anderson Rocha},

year  = {2015},

date = {2015-01-01},

journal = {Forensic science international},

volume = {247},

pages = {105--125},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{almeida2015deriving,

title = {Deriving vegetation indices for phenology analysis using genetic programming},

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

year  = {2015},

date = {2015-01-01},

journal = {Ecological Informatics},

volume = {26},

pages = {61--69},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chaves2015efficient,

title = {Efficient Unsupervised Band Selection Through Spectral Rhythms},

author = {Lilian Chaves Brandao dos Santos and Silvio Guimaraes and Jefersson dos Santos},

year  = {2015},

date = {2015-01-01},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueira2015statistical,

title = {Statistical and deep learning algorithms for annotating and parsing clothing items in fashion photographs},

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

year  = {2015},

date = {2015-01-01},

journal = {Dissertation},

publisher = {Universidade Federal de Minas Gerais},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{almeida2014applying,

title = {Applying machine learning based on multiscale classifiers to detect remote phenology patterns in cerrado savanna trees},

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

year  = {2014},

date = {2014-01-01},

journal = {Ecological Informatics},

volume = {23},

pages = {49--61},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{faria2014framework,

title = {A framework for selection and fusion of pattern classifiers in multimedia recognition},

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

year  = {2014},

date = {2014-01-01},

journal = {Pattern Recognition Letters},

volume = {39},

pages = {52--64},

publisher = {North-Holland},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{faria2014rank,

title = {Rank aggregation for pattern classifier selection in remote sensing images},

author = {Fabio A Faria and Daniel CG Pedronette and Jefersson A dos Santos and Anderson Rocha and Ricardo S da Torres},

year  = {2014},

date = {2014-01-01},

journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},

volume = {7},

number = {4},

pages = {1103--1115},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2014efficient,

title = {Efficient and effective hierarchical feature propagation},

author = {Jefersson A dos Santos and Otávio AB Penatti and Philippe-Henri Gosselin and Alexandre X Falca{~a}o and Sylvie Philipp-Foliguet and Ricardo S da Torres},

year  = {2014},

date = {2014-01-01},

journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},

volume = {7},

number = {12},

pages = {4632--4643},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2013interactive,

title = {Interactive multiscale classification of high-resolution remote sensing images},

author = {Jefersson Alex dos Santos and Philippe-Henri Gosselin and Sylvie Philipp-Foliguet and Ricardo S da Torres and Alexandre Xavier Falcao},

year  = {2013},

date = {2013-01-01},

journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},

volume = {6},

number = {4},

pages = {2020--2034},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nakamura2013nature,

title = {Nature-inspired framework for hyperspectral band selection},

author = {Rodrigo YM Nakamura and Leila Maria Garcia Fonseca and Jefersson Alex Dos Santos and Ricardo S da Torres and Xin-She Yang and Jo{~a}o Papa Papa},

year  = {2013},

date = {2013-01-01},

journal = {IEEE Transactions on Geoscience and Remote Sensing},

volume = {52},

number = {4},

pages = {2126--2137},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{santos2013semi,

title = {Semi-automatic classification of remote sensing images= Classificaç~ao semi-automática de imagens de sensorimento remoto},

author = {Jefersson Alex dos Santos and others},

year  = {2013},

date = {2013-01-01},

publisher = {[sn]},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{da2012incorporating,

title = {Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning},

author = {André Tavares da Silva and Jefersson Alex dos Santos and Alexandre Xavier Falc{~a}o and Ricardo S da Torres and Pini Léo Magalh{~a}es},

year  = {2012},

date = {2012-01-01},

journal = {Computer Vision and Image Understanding},

volume = {116},

number = {4},

pages = {510--523},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2012multiscale,

title = {Multiscale classification of remote sensing images},

author = {Jefersson Alex Dos Santos and P-H Gosselin and Sylvie Philipp-Foliguet and Ricardo da S Torres and Alexandre Xavier Falcao},

year  = {2012},

date = {2012-01-01},

publisher = {Geoscience and Remote Sensing, IEEE Transactions on},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2011relevance,

title = {A relevance feedback method based on genetic programming for classification of remote sensing images},

author = {JA Dos Santos and CD Ferreira and R S da Torres and MA Gon{ç}alves and RAC Lamparelli},

year  = {2011},

date = {2011-01-01},

journal = {Information Sciences},

volume = {181},

number = {13},

pages = {2671--2684},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreira2011relevance,

title = {Relevance feedback based on genetic programming for image retrieval},

author = {CD Ferreira and JA Santos and R da S Torres and MA Gon{ç}alves and RC Rezende and Weiguo Fan},

year  = {2011},

date = {2011-01-01},

journal = {Pattern Recognition Letters},

volume = {32},

number = {1},

pages = {27--37},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{werner2011virtual,

title = {Virtual bronchoscopy in the fetus: OP23. 08},

author = {H Werner and J dos Santos and R Fontes and S Belmonte and P Daltro and T Gasparetto and E Gasparetto and E Marchiori and S Campbell},

year  = {2011},

date = {2011-01-01},

journal = {Ultrasound in Obstetrics and Gynecology},

volume = {38},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2010evaluating,

title = {Evaluating the potential of texture and color descriptors for remote sensing image retrieval and classification},

author = {Jefersson Alex dos Santos and Otávio Augusto Bizetto Penatti and R S da Torres},

year  = {2010},

date = {2010-01-01},

journal = {VISAPP 2010},

pages = {203--208},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{torres2008recuperaccao,

title = {Recuperaçao de imagens: Desafios e novos rumos},

author = {R S da Torres and Javier AM Zegarra and JA Santos and Cristiano D Ferreira and Otávio AB Penatti and FA Andaló and JG Almeida Jr},

year  = {2008},

date = {2008-01-01},

journal = {XXXV Seminário Integrado de Software e Hardware (SEMISH)},

pages = {223--237},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{santos2006modelagem,

title = {Modelagem de Malhas Viárias Urbanas Aplicando Conceitos de Grafos},

author = {JA Santos},

year  = {2006},

date = {2006-01-01},

journal = {Trabalho de Conclus~ao de Curso, Universidade Estadual de Mato Grosso do Sul, Mato Grosso do Sul},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dosestudo,

title = {Estudo sobre modelos de rede e algoritmos de busca de caminho m'inimo para desenvolvimento de sistema para análise de malha viária urbana},

author = {Jefersson Alex dos Santos and Fabr{'i}cio Sérgio de Paula and {É}der Comunello and MS Dourados},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dosavaliaccao,

title = {AVALIAÇ~AO DO DESEMPENHO ACAD^EMICO DOS ALUNOS COTISTAS DA UEMS},

author = {Jefersson Alex dos Santos and Odival Faccenda},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dosclassificaccao,

title = {Classificaçao Multi-Escala de Imagens de Sensoriamento Remoto},

author = {Jefersson Alex dos Santos and Ricardo S da Torres and Alexandre X Falcao},

journal = {Professora do Instituto de Computaçao-unicamp},

pages = {26},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pistorihaim,

title = {Haim Levkowitz (University of Massachussetts Lowell) Harlen Batagelo (UFABC) Helio Lopes (PUC Rio) Helio Pedrini (Unicamp)},

author = {Hemerson Pistori and Herman Gomes and Hugo Proen{ç}a and Humberto Bortolossi UFF and Isabelle Bloch and Jacob Scharcanski and Jacques Facon and Jefersson dos Santos and Jo{~a}o Comba and Jo{~a}o Esp{'i}rito Santo Batista do Neto and others},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dosaula,

title = {Aula 10--Polimorfismo},

author = {Jefersson Alex dos Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dospadroes,

title = {Padr~oes de Projeto},

author = {Jefersson Alex dos Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pessoanpdi,

title = {NPDI Find Porn: Uma Ferramenta para Detecç ao de Conte udo Pornogr áfico},

author = {Ramon F Pessoa and Edemir Ferreira A de Junior and Carlos Caetano A Junior and Silvio Jamil F Guimaraes and Jefersson A dos Santos and Arnaldo A de Ara{'u}jo},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{zhaospecial,

title = {SPECIAL ISSUE ON PATTERN RECOGNITION IN REMOTE SENSING},

author = {LJ Zhao and P Tang and LZ Huo and JA dos Santos and OAB Penatti and PH Gosselin and AX Falcao and S Philipp-Foliguet and R S da Torres and X Huang and others},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreiraautomatic,

title = {Automatic Creation of Maps by Using Multiple Data Sensors},

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

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreiramulticlass,

title = {A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors},

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

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fariaframework,

title = {A Framework for Selection and Fusion of},

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

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ferreiramultimodal,

title = {Multimodal Classification of Remote Sensing Images},

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

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{santanacontextual,

title = {Contextual Description of Superpixels for Aerial Urban Scenes Classification},

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

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dosmodelagem,

title = {Modelagem de Malhas Viárias Urbanas Aplicando Conceitos de Grafos},

author = {Jefersson Alex dos Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pereiraimage,

title = {Image Representation Learning by Color Quantization Optimization},

author = {Erico Marco DA Pereira and Jefersson A dos Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{tavaresexploiting,

title = {Exploiting indexing structures for large scale Remote Sensing Image Classification},

author = {Eduardo A de Tavares and Jefersson Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dosdcc029,

title = {DCC029/868--Processamento Digital de Imagens, 2018},

author = {Jefersson Alex dos Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{albertonprotocol,

title = {A PROTOCOL FOR THE APPLICATION OF REPEATED PHOTOGRAPHY TO MONITOR VEGETATION CHANGES},

author = {Bruna Alberton and Ricardo S da Torres and Leonardo F Cancian and Bruno D Borges and Jurandy Almeida and Greice Mariano and Jefersson dos Santos and Leonor Patricia C Morellato},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveiratruly,

title = {Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation: Supplementary Material},

author = {Hugo Oliveira and Edemir Ferreira and Jefersson dos Santos},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{santosxx,

title = {XX Congreso Latinoamericano y XVI Congreso Peruano de la Ciencia del Suelo},

author = {J Santos and RC Damé and CF Teixeira-Gandra and FJ Santos and P$^1$ Veber},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nogueiradata,

title = {Data-driven deep descriptors for fine-grained vegetation classification},

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},

keywords = {},

pubstate = {published},

tppubtype = {article}

}