Jefersson A. dos Santos
Jefersson A. dos Santos
Verified email at dcc.ufmg.br - Homepage
TitleCited byYear
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?
OAB Penatti, K Nogueira, JA Dos Santos
Proceedings of the IEEE conference on computer vision and pattern …, 2015
3502015
Towards better exploiting convolutional neural networks for remote sensing scene classification
K Nogueira, OAB Penatti, JA dos Santos
Pattern Recognition 61, 539-556, 2017
3102017
Relevance feedback based on genetic programming for image retrieval
CD Ferreira, JA Santos, R da S Torres, MA Gonçalves, RC Rezende, ...
Pattern Recognition Letters 32 (1), 27-37, 2011
922011
Multiscale classification of remote sensing images
JA Dos Santos, PH Gosselin, S Philipp-Foliguet, R da S Torres, AX Falcao
Geoscience and Remote Sensing, IEEE Transactions on 50 (10), 3764 - 3775, 2012
792012
A relevance feedback method based on genetic programming for classification of remote sensing images
JA Dos Santos, CD Ferreira, RS Torres, MA Gonçalves, RAC Lamparelli
Information Sciences 181 (13), 2671-2684, 2011
702011
Evaluating the potential of texture and color descriptors for remote sensing image retrieval and classification
JA dos Santos, OAB Penatti, RS Torres
VISAPP 2010, 203-208, 2010
602010
Interactive multiscale classification of high-resolution remote sensing images
JA Dos Santos, PH Gosselin, S Philipp-Foliguet, RS Torres, AX Falcao
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
462013
A framework for selection and fusion of pattern classifiers in multimedia recognition
FA Faria, JA Dos Santos, A Rocha, RS Torres
Pattern Recognition Letters 39, 52-64, 2014
432014
Nature-inspired framework for hyperspectral band selection
RYM Nakamura, LMG Fonseca, JA Dos Santos, RS Torres, XS Yang, ...
IEEE Transactions on Geoscience and Remote Sensing 52 (4), 2126-2137, 2013
422013
Automatic classifier fusion for produce recognition
FA Faria, JA dos Santos, A Rocha, RS Torres
2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 252-259, 2012
412012
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks
K Nogueira, WO Miranda, JA dos Santos
SIBGRAPI 2015 – Conference on Graphics, Patterns and Images, Salvador …, 0
33*
Laser printer attribution: Exploring new features and beyond
A Ferreira, LC Navarro, G Pinheiro, JA dos Santos, A Rocha
Forensic science international 247, 105-125, 2015
302015
Applying machine learning based on multiscale classifiers to detect remote phenology patterns in cerrado savanna trees
J Almeida, JA dos Santos, B Alberton, RS Torres, LPC Morellato
Ecological Informatics 23, 49-61, 2014
292014
Behavior knowledge space-based fusion for copy–move forgery detection
A Ferreira, SC Felipussi, C Alfaro, P Fonseca, JE Vargas-Muñoz, ...
IEEE Transactions on Image Processing 25 (10), 4729-4742, 2016
282016
Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning
AT da Silva, JA dos Santos, AX Falcão, RS Torres, LP Magalhães
Computer Vision and Image Understanding 116 (4), 510-523, 2012
282012
Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation
B Alberton, RS Torres, LF Cancian, BD Borges, J Almeida, GC Mariano, ...
Perspectives in Ecology and Conservation 15 (2), 82-90, 2017
242017
Phenological visual rhythms: Compact representations for fine-grained plant species identification
J Almeida, JA dos Santos, B Alberton, LPC Morellato, RS Torres
Pattern Recognition Letters 81, 90-100, 2016
232016
Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna
J Almeida, JA Dos Santos, B Alberton, RS Torres, LPC Morellato
2012 IEEE 8th International Conference on E-Science, 1-8, 2012
232012
Improving texture description in remote sensing image multi-scale classification tasks by using visual words
JA dos Santos, OAB Penatti, RS Torres, PH Gosselin, S Philipp-Foliguet, ...
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
222012
Superpixel-based interactive classification of very high resolution images
JE Vargas, PTM Saito, AX Falcao, PJ De Rezende, JA Dos Santos
2014 27th SIBGRAPI Conference on Graphics, Patterns and Images, 173-179, 2014
202014
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