Jefersson Alex dos Santos

ORCID

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 17

Top Venues

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Gabriel L. S. Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos
Facing the Void: Overcoming Missing Data in Multi-View Imagery. CoRR (2022)
Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos
AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco, Felipe David Georges Gomes, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Diego André Sant'Ana, Ana Paula Marques Ramos, Veraldo Liesenberg, Jefersson Alex dos Santos, Paulo Tarso Sanches de Oliveira, José Marcato Junior
Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. Remote. Sens. 13 (16) (2021)
Matheus Barros Pereira, Jefersson Alex dos Santos
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. CoRR (2021)
Camila Laranjeira, Virgínia Fernandes Mota, Jefersson Alex dos Santos
Machine Learning Bias in Computer Vision: Why do I have to care? SIBGRAPI (2021)
Matheus Barros Pereira, Jefersson Alex dos Santos
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. SIBGRAPI (2021)
Matheus Barros Pereira, Jefersson Alex dos Santos
An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation. CoRR (2020)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. CIARP (2018)
Edemir Ferreira, Hugo N. Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos
A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. CIARP (2018)
Agnaldo Aparecido Esmael, Jefersson Alex dos Santos, Ricardo da Silva Torres
On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. Multim. Tools Appl. 77 (19) (2018)
Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres
Data-Driven Flood Detection using Neural Networks. MediaEval (2017)
Juan Felipe Hernandez Albarracin, Jefersson Alex dos Santos, Ricardo da Silva Torres
Learning to Combine Spectral Indices with Genetic Programming. SIBGRAPI (2016)
Hugo Neves de Oliveira, Jefersson Alex dos Santos, Matheus C. de Melo, Thaís Gaudencio do Rêgo, Leonardo Vidal Batista
Information Theory-Based Detection of Noisy Bit Planes in Medical Images. SIBGRAPI (2016)
Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
A Boosting-Based Approach for Remote Sensing Multimodal Image Classification. SIBGRAPI (2016)
Keiller Nogueira, Adriano Alonso Veloso, Jefersson Alex dos Santos
Pointwise and pairwise clothing annotation: combining features from social media. Multim. Tools Appl. 75 (7) (2016)
Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson Alex dos Santos
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. CoRR (2016)
Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP (2015)
Jurandy Almeida, Jefersson Alex dos Santos, Waner O. Miranda, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Deriving vegetation indices for phenology analysis using genetic programming. Ecol. Informatics 26 (3) (2015)
Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres
RECOD @ Placing Task of MediaEval 2015. MediaEval (2015)
Keiller Nogueira, Waner O. Miranda, Jefersson Alex dos Santos
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks. SIBGRAPI (2015)
Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Jefersson Alex dos Santos
Efficient Unsupervised Band Selection Through Spectral Rhythms. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors. CIARP (2015)
Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? CVPR Workshops (2015)
Lilian Chaves Brandao dos Santos, Jurandy Almeida, Jefersson Alex dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Bruna Alberton, Leonor Patricia Cerdeira Morellato, Ricardo da Silva Torres
Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. eScience (2014)
Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
Unsupervised Hyperspectral Band Selection Based on Spectral Rhythm Analysis. SIBGRAPI (2014)
Mariane Moreira, Jefersson Alex dos Santos, Adriano Veloso
Learning to Rank Similar Apparel Styles with Economically-Efficient Rule-Based Active Learning. ICMR (2014)
Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres
A framework for selection and fusion of pattern classifiers in multimedia recognition. Pattern Recognit. Lett. 39 (2014)
Adriano Alonso Veloso, Jefersson Alex dos Santos, Keiller Nogueira
Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach. SIBGRAPI (2014)
John E. Vargas, Priscila T. M. Saito, Alexandre X. Falcão, Pedro Jussieu de Rezende, Jefersson Alex dos Santos
Superpixel-Based Interactive Classification of Very High Resolution Images. SIBGRAPI (2014)
Rodrigo Y. M. Nakamura, Leila Maria Garcia Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres, Xin-She Yang, João P. Papa
Nature-Inspired Framework for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 52 (4) (2014)
Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato
Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. Ecol. Informatics 23 (2014)
Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
Remote sensing image representation based on hierarchical histogram propagation. IGARSS (2013)
Fábio Augusto Faria, Jefersson Alex dos Santos, Sudeep Sarkar, Anderson Rocha, Ricardo da Silva Torres
Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More. SIBGRAPI (2013)
Jefersson Alex dos Santos, Ricardo da Silva Torres
Remote Sensing Image Segmentation and Representation through Multiscale Analysis. SIBGRAPI Tutorials (2013)
Jefersson Alex dos Santos, Philippe-Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre Xavier Falcão
Interactive Multiscale Classification of High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (4) (2013)
Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Visual rhythm-based time series analysis for phenology studies. ICIP (2013)
Sandro Luiz Jailson Lopes Tinôco, Haroldo Gambini Santos, David Menotti, Andrey Bicalho Santos, Jefersson Alex dos Santos
Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination. IGARSS (2013)
Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Plant Species Identification with Phenological Visual Rhythms. e-Science (2013)
Ricardo da Silva Torres, Makoto Hasegawa, Salvatore Tabbone, Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato
Shape-based time series analysis for remote phenology studies. IGARSS (2013)
Jefersson Alex dos Santos, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre X. Falcão
Multiscale Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50 (10) (2012)
Fábio Augusto Faria, Jefersson Alex dos Santos, Ricardo da Silva Torres, Anderson Rocha, Alexandre X. Falcão
Automatic fusion of region-based classifiers for coffee crop recognition. IGARSS (2012)
Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato
Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna. eScience (2012)
Gabriel de S. Fedel, Claudia Bauzer Medeiros, Jefersson Alex dos Santos
Sinimbu - Multimodal Queries to Support Biodiversity Studies. ICCSA (1) (2012)
André Tavares da Silva, Jefersson Alex dos Santos, Alexandre X. Falcão, Ricardo da Silva Torres, Léo Pini Magalhães
Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. Comput. Vis. Image Underst. 116 (4) (2012)
Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres
Automatic Classifier Fusion for Produce Recognition. SIBGRAPI (2012)
Rodrigo Nakamura, João Paulo Papa, Leila M. G. Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres
Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms. IGARSS (2012)
Jefersson Alex dos Santos, André Tavares da Silva, Ricardo da Silva Torres, Alexandre X. Falcão, Léo Pini Magalhães, Rubens A. C. Lamparelli
Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming. CAIP (2) (2011)
Carla Geovana N. Macário, Jefersson Alex dos Santos, Claudia Bauzer Medeiros, Ricardo da Silva Torres
Annotating data to support decision-making: a case study. GIR (2010)
Jefersson Alex dos Santos, Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Rubens A. C. Lamparelli
A Genetic Programming approach for coffee crop recognition. IGARSS (2010)
Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres
Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification. VISAPP (2) (2010)
Jefersson Alex dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres
A Genetic Programming Approach for Relevance Feedback in Region-Based Image Retrieval Systems. SIBGRAPI (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jefersson Alex dos Santos