Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches
Nogueira, Keiller, L. S. Machado, Gabriel, H. T. Gama, Pedro, C. V. da Silva, Caio, Balaniuk, Remis, A. dos Santos, Jefersson
Published in Remote sensing (Basel, Switzerland) (01.02.2020)
Published in Remote sensing (Basel, Switzerland) (01.02.2020)
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Journal Article
Exploiting ConvNet Diversity for Flooding Identification
Nogueira, Keiller, Fadel, Samuel G., Dourado, Icaro C., de O. Werneck, Rafael, Munoz, Javier A. V., Penatti, Otavio A. B., Calumby, Rodrigo T., Li, Lin Tzy, dos Santos, Jefersson A., Torres, Ricardo da S.
Published in IEEE geoscience and remote sensing letters (01.09.2018)
Published in IEEE geoscience and remote sensing letters (01.09.2018)
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Journal Article
Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks
Nogueira, Keiller, dos Santos, Jefersson A., Menini, Nathalia, Silva, Thiago S. F., Morellato, Leonor Patricia C., Torres, Ricardo da S.
Published in IEEE geoscience and remote sensing letters (01.10.2019)
Published in IEEE geoscience and remote sensing letters (01.10.2019)
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Journal Article
A Soft Computing Framework for Image Classification Based on Recurrence Plots
Menini, Nathalia, Almeida, Alexandre E., Lamparelli, Rubens, le Maire, Guerric, dos Santos, Jefersson A., Pedrini, Helio, Hirota, Marina, Torres, Ricardo da S.
Published in IEEE geoscience and remote sensing letters (01.02.2019)
Published in IEEE geoscience and remote sensing letters (01.02.2019)
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Journal Article
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images
Faria, Fabio A., Pedronette, Daniel C. G., dos Santos, Jefersson A., Rocha, Anderson, Torres, Ricardo da S.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.04.2014)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.04.2014)
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Journal Article
Efficient and Effective Hierarchical Feature Propagation
dos Santos, Jefersson A., Penatti, Otavio A. B., Gosselin, Philippe-Henri, Falcao, Alexandre X., Philipp-Foliguet, Sylvie, Torres, Ricardo da S.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2014)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2014)
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Journal Article
Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network
Martins, Jose, Nogueira, Keiller, Zamboni, Pedro, de Oliveira, Paulo Tarso Sanches, Goncalves, Wesley Nunes, dos Santos, Jefersson A., Marcato, Jose
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
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Conference Proceeding
Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets
Nogueira, Keiller, dos Santos, Jefersson A., Cancian, Leonardo, Borges, Bruno D., Silva, Thiago S. F., Morellato, Leonor Patricia, da S Torres, Ricardo
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
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Conference Proceeding
Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence
Vargas-Munoz, John E., Marcos, Diego, Lobry, Sylvain, dos Santos, Jefersson A., Falcao, Alexandre X., Tuia, Devis
Published in IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium (01.07.2018)
Published in IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium (01.07.2018)
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Conference Proceeding
Fusion of genetic-programming-based indices in hyperspectral image classification tasks
Hernandez Albarracin, Juan F., Ferreira, Edemir, dos Santos, Jefersson A., Torres, Ricardo da S.
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
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Conference Proceeding
Deep contextual description of superpixels for aerial urban scenes classification
Santana, Tiago M. H. C., Nogueira, Keiller, Machado, Alexei M. C., dos Santos, Jefersson A.
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
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Conference Proceeding
Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation
Vargas-Muñoz, John E., Tuia, Devis, dos Santos, Jefersson A., Falcao, Alexandre X.
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2017)
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Conference Proceeding
Shape-based time series analysis for remote phenology studies
da S Torres, Ricardo, Hasegawa, Makoto, Tabbone, Salvatore, Almeida, Jurandy, dos Santos, Jefersson A., Alberton, Bruna, Morellato, Leonor Patricia C.
Published in 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS (01.07.2013)
Published in 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS (01.07.2013)
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Conference Proceeding
Automatic fusion of region-based classifiers for coffee crop recognition
Faria, F. A., dos Santos, Jefersson A., de Torres, R. S., Rocha, A., Falcao, A. X.
Published in 2012 IEEE International Geoscience and Remote Sensing Symposium (01.07.2012)
Published in 2012 IEEE International Geoscience and Remote Sensing Symposium (01.07.2012)
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Conference Proceeding