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Edson Takashi Matsubara
Edson Takashi Matsubara
Professor of Computer Science, Federal University of Mato Grosso do Sul
Bestätigte E-Mail-Adresse bei facom.ufms.br
Titel
Zitiert von
Zitiert von
Jahr
A review on deep learning in UAV remote sensing
LP Osco, JM Junior, APM Ramos, LA de Castro Jorge, SN Fatholahi, ...
International Journal of Applied Earth Observation and Geoinformation 102 …, 2021
3202021
Assessment of CNN-based methods for individual tree detection on images captured by RGB cameras attached to UAVs
AA Santos, J Marcato Junior, MS Araújo, DR Di Martini, EC Tetila, ...
Sensors 19 (16), 3595, 2019
1612019
A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery
LP Osco, MS De Arruda, JM Junior, NB Da Silva, APM Ramos, ...
ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106, 2020
1542020
BERT for stock market sentiment analysis
MG Sousa, K Sakiyama, L de Souza Rodrigues, PH Moraes, ...
2019 IEEE 31st international conference on tools with artificial …, 2019
1342019
Predicting canopy nitrogen content in citrus-trees using random forest algorithm associated to spectral vegetation indices from UAV-imagery
L Prado Osco, AP Marques Ramos, D Roberto Pereira, ...
Remote Sensing 11 (24), 2925, 2019
1102019
Deep learning applied to phenotyping of biomass in forages with UAV-based RGB imagery
W Castro, J Marcato Junior, C Polidoro, LP Osco, W Gonçalves, ...
Sensors 20 (17), 4802, 2020
712020
Pretext: Uma ferramenta para pré-processamento de textos utilizando a abordagem bag-of-words
ET Matsubara, CA Martins, MC Monard
662003
A simple lexicographic ranker and probability estimator
P Flach, ET Matsubara
European Conference on Machine Learning, 575-582, 2007
642007
Cattle weight estimation using active contour models and regression trees Bagging
VAM Weber, F de Lima Weber, A da Silva Oliveira, G Astolfi, GV Menezes, ...
Computers and electronics in agriculture 179, 105804, 2020
492020
Reducing the dimensionality of bag-of-words text representation used by learning algorithms
CA Martins, MC Monard, ET Matsubara
Proc of 3rd IASTED International Conference on Artificial Intelligence and …, 2003
472003
Estimating pasture biomass and canopy height in Brazilian savanna using UAV photogrammetry
J Batistoti, J Marcato Junior, L Ítavo, E Matsubara, E Gomes, B Oliveira, ...
Remote Sensing 11 (20), 2447, 2019
442019
Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks
F de Lima Weber, VA de Moraes Weber, GV Menezes, ASO Junior, ...
Computers and Electronics in Agriculture 175, 105548, 2020
422020
POLLEN73S: an image dataset for pollen grains classification
G Astolfi, AB Goncalves, GV Menezes, FSB Borges, ACMN Astolfi, ...
Ecological Informatics 60, 101165, 2020
392020
Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images
LP Osco, APM Ramos, ÉAS Moriya, M de Souza, JM Junior, ...
International Journal of Applied Earth Observation and Geoinformation 83, 101907, 2019
382019
Benchmarking anchor-based and anchor-free state-of-the-art deep learning methods for individual tree detection in rgb high-resolution images
P Zamboni, JM Junior, JA Silva, GT Miyoshi, ET Matsubara, K Nogueira, ...
Remote Sensing 13 (13), 2482, 2021
252021
Combining unigrams and bigrams in semi-supervised text classification
I Braga, M Monard, E Matsubara
Proceedings of progress in artificial intelligence, 14th Portuguese …, 2009
242009
Counting and locating high-density objects using convolutional neural network
MS de Arruda, LP Osco, PR Acosta, DN Gonçalves, JM Junior, ...
Expert Systems with Applications 195, 116555, 2022
232022
Convolutional neural networks to estimate dry matter yield in a Guineagrass breeding program using UAV remote sensing
GS de Oliveira, J Marcato Junior, C Polidoro, LP Osco, H Siqueira, ...
Sensors 21 (12), 3971, 2021
222021
Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets.
ET Matsubara, MC Monard, GE Batista
LAPTEC, 97-104, 2005
222005
O algoritmo de aprendizado semi-supervisionado co-training e sua aplicação na rotulação de documentos
ET Matsubara
Universidade de São Paulo, 2004
212004
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