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ORCIDJefersson A. dos Santos
Publications
- 2019
[j22]Keiller Nogueira
, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks. IEEE Geosci. Remote. Sens. Lett. 16(10): 1665-1669 (2019)- [i10]Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks. CoRR abs/1903.00774 (2019) - 2017
- [c43]Keiller Nogueira, Jefersson A. dos Santos, Leonardo Cancian, Bruno D. Borges, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets. IGARSS 2017: 3787-3790 - 2016
- [j14]Jurandy Almeida, Jefersson A. dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Phenological visual rhythms: Compact representations for fine-grained plant species identification. Pattern Recognit. Lett. 81: 90-100 (2016) - 2015
- [j12]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): 61-69 (2015) - 2014
- [j10]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: 49-61 (2014) - [c24]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: 263-270 - 2013
- [c19]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: 148-154 - [c18]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: 4412-4416 - [c16]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: 3598-3601 - 2012
- [c12]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: 1-8
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