Edson Takashi Matsubara

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 35

Top Venues

Sensors

IGARSS

Comput. Electron. Agric.

Int. J. Appl. Earth Obs. Geoinformation

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Lucas de Souza Rodrigues, Edmar Caixeta Filho, Kenzo Miranda Sakiyama, Mateus Figueiredo Santos, Liana Jank, Camilo Carromeu, Eloise Silveira, Edson Takashi Matsubara, José Marcato Junior, Wesley Nunes Gonçalves
Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits. Comput. Electron. Agric. 211 (2023)
Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Bruno Magalhães Nogueira, Edson Takashi Matsubara, Roseli A. F. Romero
A Framework for Controversial Political Topics Identification Using Twitter Data. BRACIS (3) (2023)
Andre Quintiliano Bezerra Silva, Wesley Nunes Gonçalves, Edson Takashi Matsubara
DESCINet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting. Expert Syst. Appl. 228 (2023)
Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta, Diogo Nunes Gonçalves, José Marcato Junior, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. 195 (2022)
Luiz Santos, José Marcato Junior, Pedro Zamboni, Mateus Santos, Liana Jank, Edilene Campos, Edson Takashi Matsubara
Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images. Sensors 22 (11) (2022)
Gilberto Astolfi, Diego André Sant'Ana, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Everton Castelão Tetila, Edson Takashi Matsubara, Hemerson Pistori
An approach for applying natural language processing to image classification problems. Neurocomputing 513 (2022)
Lucas M. Navarezi, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Caio M. O. Robaldo, Gustavo Rocha Lobato, Paulo Arantes Vilela, Edson Takashi Matsubara, Eraldo R. Fernandes
Entity Extraction from Portuguese Legal Documents Using Distant Supervision. PROPOR (2022)
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li
A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta, Diogo Nunes Gonçalves, José Marcato Junior, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
Counting and Locating High-Density Objects Using Convolutional Neural Network. CoRR (2021)
Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. 13 (13) (2021)
Gilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori
Syntactic Pattern Recognition in Computer Vision: A Systematic Review. ACM Comput. Surv. 54 (3) (2021)
Gilberto Astolfi, Marcio Carneiro Brito Pache, Geazy Vilharva Menezes, Adair da Silva Oliveira Junior, Gabriel Kirsten Menezes, Vanessa Aparecida de Moraes Weber, Everton Castelão Tetila, Nicolas Alessandro de Souza Belete, Edson Takashi Matsubara, Hemerson Pistori
Combining Syntactic Methods With LSTM to Classify Soybean Aerial Images. IEEE Geosci. Remote. Sens. Lett. 18 (12) (2021)
Juan Sales, José Marcato Junior, Henrique Lopes Siqueira, Maurício de Souza, Edson Takashi Matsubara, Wesley Nunes Gonçalves
Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests. IGARSS (2021)
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li
A Review on Deep Learning in UAV Remote Sensing. CoRR (2021)
Gabriel Silva de Oliveira, José Marcato Junior, Caio H. S. Polidoro, Lucas Prado Osco, Henrique Lopes Siqueira, Lucas de Souza Rodrigues, Liana Jank, Sanzio Barrios, Cacilda Valle, Rosangela Simeão, Camilo Carromeu, Eloise Silveira, Lúcio André de Castro Jorge, Wesley Nunes Gonçalves, Mateus Santos, Edson Takashi Matsubara
Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing. Sensors 21 (12) (2021)
Wellington V. M. de Castro, José Marcato Junior, Caio H. S. Polidoro, Lucas Prado Osco, Wesley Nunes Gonçalves, Lucas de Souza Rodrigues, Mateus Santos, Liana Jank, Sanzio Barrios, Cacilda Valle, Rosangela Simeão, Camilo Carromeu, Eloise Silveira, Lúcio André de Castro Jorge, Edson Takashi Matsubara
Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery. Sensors 20 (17) (2020)
Fabricio de Lima Weber, Vanessa Aparecida de Moraes Weber, Geazy Vilharva Menezes, Adair da Silva Oliveira Junior, Daniela Arestides Alves, Marcus Vinicius Morais de Oliveira, Edson Takashi Matsubara, Hemerson Pistori, Urbano Gomes Pinto de Abreu
Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks. Comput. Electron. Agric. 175 (2020)
Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 20 (21) (2020)
Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Edson Takashi Matsubara
Can Twitter Data Estimate Reality Show Outcomes? BRACIS (2020)
Vanessa Aparecida de Moraes Weber, Fabricio de Lima Weber, Adair da Silva Oliveira Junior, Gilberto Astolfi, Geazy Vilharva Menezes, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Pedro Henrique de Moraes, Edson Takashi Matsubara, Rodrigo Gonçalves Mateus, Thiago Luís Alves Campos de Araújo, Luiz Otávio Campos Silva, Eduardo Quirino Arguelho de Queiroz, Urbano Gomes Pinto de Abreu, Rodrigo da Costa Gomes, Hemerson Pistori
Cattle weight estimation using active contour models and regression trees Bagging. Comput. Electron. Agric. 179 (2020)
Gilberto Astolfi, Ariadne Barbosa Gonçalves, Geazy Vilharva Menezes, Felipe Silveira Brito Borges, Angelica Christina Melo Nunes Astolfi, Edson Takashi Matsubara, Marco A. Alvarez, Hemerson Pistori
POLLEN73S: An image dataset for pollen grains classification. Ecol. Informatics 60 (2020)
Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Maurício de Souza, José Marcato Junior, Edson Takashi Matsubara, Nilton Nobuhiro Imai, José Eduardo Creste
Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)
Caio H. S. Polidoro, Wellington V. M. de Castro, José Marcato Junior, Geison Salgado Filho, Edson Takashi Matsubara
Counting Cars from Aerial Videos Using Deep Learning. EPIA (1) (2019)
Matheus Gomes Sousa, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Pedro Henrique Moraes, Eraldo Rezende Fernandes, Edson Takashi Matsubara
BERT for Stock Market Sentiment Analysis. ICTAI (2019)
Lucas Prado Osco, Ana Paula Marques Ramos, Danillo Roberto Pereira, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Edson Takashi Matsubara, Nayara V. Estrabis, Maurício de Souza, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li, Veraldo Liesenberg, José Eduardo Creste
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. Remote. Sens. 11 (24) (2019)
Juliana Batistoti, José Marcato Junior, Luís Ítavo, Edson Takashi Matsubara, Eva Gomes, Bianca Oliveira, Maurício de Souza, Henrique Lopes Siqueira, Geison Salgado Filho, Thales Akiyama, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, Alexandre Dias
Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. Remote. Sens. 11 (20) (2019)
Kenzo Miranda Sakiyama, Andre Quintiliano Bezerra Silva, Edson Takashi Matsubara
Twitter breaking news detector in the 2018 Brazilian presidential election using word embeddings and convolutional neural networks. IJCNN (2019)
Anderson Aparecido dos Santos, José Marcato Junior, Márcio Santos Araújo, David Robledo Di Martini, Everton Castelao Tetila, Henrique Lopes Siqueira, Camila Aoki, Anette Eltner, Edson Takashi Matsubara, Hemerson Pistori, Raul Queiroz Feitosa, Veraldo Liesenberg, Wesley Nunes Gonçalves
Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. Sensors 19 (16) (2019)
Henrique Lopes Siqueira, José Marcato Junior, Edson Takashi Matsubara, Anette Eltner, Reinaldo Almeida Colares, Fabio Martins Santos
The Impact of Ground Control Point Quantity on Area and Volume Measurements with UAV SFM Photogrammetry Applied in Open Pit Mines. IGARSS (2019)
Yuri V. Furusho Becker, Henrique Lopes Siqueira, Edson Takashi Matsubara, Wesley Nunes Gonçalves, José Marcato Junior
Asphalt Pothole Detection in UAV Images Using Convolutional Neural Networks. IGARSS (2019)
David Robledo Di Martini, Veraldo Liesenberg, Everton Castelão Tetila, José Marcato Junior, Edson Takashi Matsubara, Henrique Lopes Siqueira, Amaury Antônio de Castro Junior, Márcio Santos Araújo, Carlos Henrique Monteiro, Hemerson Pistori
Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah. IGARSS (2019)
Yuri Navarro Claure, Edson Takashi Matsubara, Carlos Padovani, Ronaldo Cristiano Prati
PolyWaTT: A polynomial water travel time estimator based on Derivative Dynamic Time Warping and Perceptually Important Points. Comput. Geosci. 112 (2018)
Eduardo Zarate Max, Ricardo Marcondes Marcacini, Edson Takashi Matsubara
Improving Instance Selection via Metric Learning. IJCNN (2018)
Lucas de Souza Rodrigues, Edson Takashi Matsubara, Bruno Magalhães Nogueira
Learning a Fast Bipartite Ranker for Text Documents Using Lexicographical Rankers and ROC Curves. ICDAR (2017)
Eduardo Campos, Edson Takashi Matsubara
An Experimental Evaluation of Sentiment Analysis on Financial News Using Prior Polarity Words. IBERAMIA (2014)
Felipe Vargas Rigo, Murillo Nicacio Maraes, Edson Takashi Matsubara
Smart Saint: An Active Semi-supervised Learning Internet Filter. BRACIS (2013)
Eliane Colepícolo, Edson Takashi Matsubara, Alex Esteves Jaccoud Falcão, Ivan Torres Pisa
Uso da ferramenta PreText para mineração de textos extraídos do NCBI para estudo epistemológico da Informática em Saúde. RITA 16 (1) (2009)
Edson Takashi Matsubara, Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach. SBIA (2008)
Peter A. Flach, Edson Takashi Matsubara
A Simple Lexicographic Ranker and Probability Estimator. ECML (2007)
Peter A. Flach, Edson Takashi Matsubara
On classification, ranking, and probability estimation. Probabilistic, Logical and Relational Learning - A Further Synthesis (2007)
Edson Takashi Matsubara, Maria Carolina Monard, Ronaldo C. Prati
On the Class Distribution Labelling Step Sensitivity of CO-TRAINING. IFIP AI (2006)
Edson Takashi Matsubara, Maria Carolina Monard, Gustavo E. A. P. A. Batista
Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets. LAPTEC (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Edson Takashi Matsubara