Edson Takashi Matsubara - Publications, H-index & Citations

Edson Takashi Matsubara

federal university of mato grosso do sul

18H指数

81论文数

1.5K被引数

收录论文 22

发表时间

DuoCounter: An Approach for Counting Fish Using Tracking DuoCounter：一种基于跟踪的鱼类计数方法

IEEE Access

IF3.6

2026-02-23

OAAI

Junior Silva Souza; Eduardo Bedin; Vinícius de Araújo Maeda; Hemerson Pistori; Edson Takashi Matsubara

CLS, Averaging, or Layer Combinations? Embedding Strategies for Text Classification Across BERT Variants CLS、平均化或层组合？BERT变体中用于文本分类的嵌入策略

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Scardin Perin, Eliton Luiz; de Souza, Mariana Caravanti; Costa, Anderson Bessa; Matsubara, Edson Takashi

Interpreting Machine Learning Models with SHAP Values: Application to Crude Protein Prediction in Tamani Grass Pastures 使用SHAP值解释机器学习模型：在塔马尼草牧场粗蛋白预测中的应用

Agronomy 2025, Vol. 15, Page 2780

IF0

2025-12-02

OAAI

Gabriela Oliveira de Aquino Monteiro; Gelson dos Santos Difante; Denise Baptaglin Montagner; Valéria Pacheco Batista Euclides; Marina Castro; Jéssica Gomes Rodrigues; Marislayne de Gusmão Pereira; Luís Carlos Vinhas Ítavo; Jecelen Adriane Campos; Anderson Bessa da Costa; Edson Takashi Matsubara

DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification DynGraph-BERT: 结合BERT和GNN使用动态图进行归纳半监督文本分类

INFORMATICS-BASEL

IF2.8

2025-02-17

OAAI

Perin, Eliton Luiz Scardin; de Souza, Mariana Caravanti; Silva, Jonathan de Andrade; Matsubara, Edson Takashi

DESCINet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-10-01

PREAI

Silva, Andre Quintiliano Bezerra; Goncalves, Wesley Nunes; Matsubara, Edson Takashi

Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2023-08-01

PREAI

Rodrigues, Lucas de Souza; Filho, Edmar Caixeta; Sakiyama, Kenzo; Santos, Mateus Figueiredo; Jank, Liana; Carromeu, Camilo; Silveira, Eloise; Matsubara, Edson Takashi; Junior, Jose Marcato; Goncalves, Wesley Nunes

Counting cattle in UAV images using convolutional neural network

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2023-01-01

PREAI

Weber, Fabricio de Lima; Weber, Vanessa Aparecida de Moraes; de Moraes, Pedro Henrique; Matsubara, Edson Takashi; Paiva, Debora Maria Barroso; Bonin Gomes, Marina de Nadai; de Oliveira, Luiz Orcirio Fialho; de Medeiros, Sergio Raposo; Cagnin, Maria Istela

An approach for applying natural language processing to image classification problems

NEUROCOMPUTING

IF6.5

2022-11-01

PREAI

Astolfi, Gilberto; Sant'Ana, Diego Andre; Porto, Joao Vitor de Andrade; Rezende, Fabio Prestes Cesar; Tetila, Everton Castelao; Matsubara, Edson Takashi; Pistori, Hemerson

Line-based deep learning method for tree branch detection from digital images 基于线的深度学习方法从数字图像中检测树枝

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2022-06-01

OAAI

Silva, Rodrigo; Marcato, Jose, Jr.; Almeida, Laisa; Goncalves, Diogo; Zamboni, Pedro; Fernandes, Vanessa; Silva, Jonathan; Matsubara, Edson; Batista, Edson; Ma, Lingfei; Li, Jonathan; Goncalves, Wesley

Counting and locating high-density objects using convolutional neural network 基于卷积神经网络的高密度物体计数与定位

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-06-01

OAAI

de Arruda, Mauro dos Santos; Osco, Lucas Prado; Acosta, Plabiany Rodrigo; Goncalves, Diogo Nunes; Marcato Junior, Jose; Marques Ramos, Ana Paula; Matsubara, Edson Takashi; Luo, Zhipeng; Li, Jonathan; Silva, Jonathan de Andrade; Goncalves, Wesley Nunes

Combining Syntactic Methods With LSTM to Classify Soybean Aerial Images 句法方法与LSTM相结合的大豆航空影像分类

ieee geoscience and remote sensing magazine

IF4.4

2021-12-01

OAAI

Astolfi, Gilberto; Pache, Marcio Carneiro Brito; Menezes, Geazy Vilharva; Oliveira Junior, Adair da Silva; Menezes, Gabriel Kirsten; Weber, Vanessa Aparecida de Moares; Castelao Tetila, Everton; Belete, Nicolas Alessandro de Souza; Matsubara, Edson Takashi; Pistori, Hemerson

A review on deep learning in UAV remote sensing 深度学习在无人机遥感中的应用综述

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2021-10-01

268

OAAI

Osco, Lucas Prado; Marcato Junior, Jose; Marques Ramos, Ana Paula; de Castro Jorge, Lucio Andre; Fatholahi, Sarah Narges; Silva, Jonathan de Andrade; Matsubara, Edson Takashi; Pistori, Hemerson; Goncalves, Wesley Nunes; Li, Jonathan

Syntactic Pattern Recognition in Computer Vision: A Systematic Review 计算机视觉中的句法模式识别: 系统综述

ACM COMPUTING SURVEYS

IF28

2021-04-17

PREAI

Astolfi, Gilberto; Cesar Rezende, Fabio Prestes; De Andrade Porto, Joao Vitor; Matsubara, Edson Takashi; Pistori, Hemerson

Cattle weight estimation using active contour models and regression trees Bagging 使用主动轮廓模型和回归树套袋估计牛重

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-12-01

PREAI

Moraes Weber, Vanessa Aparecida; Weber, Fabricio de Lima; Oliveira, Adair da Silva; Astolfi, Gilberto; Menezes, Geazy Vilharva; Porto, Vitor de Andrade; Cesar Rezende, Fabio Prestes; de Moraes, Pedro Henrique; Matsubara, Edson Takashi; Mateus, Rodrigo Goncalves; Alves Campos de Araujo, Thiago Luis; Campos da Silva, Luiz Otavio; Arguelho de Queiroz, Eduardo Quirino; Pinto de Abreu, Urbano Gomes; Gomes, Rodrigo da Costa; Pistori, Hemerson

POLLEN73S: An image dataset for pollen grains classification

ECOLOGICAL INFORMATICS

IF7.3

2020-11-01

PREAI

Astolfi, Gilberto; Goncalves, Ariadne Barbosa; Menezes, Geazy Vilharva; Brito Borges, Felipe Silveira; Melo Nunes Astolfi, Angelica Christina; Matsubara, Edson Takashi; Alvarez, Marco; Pistori, Hemerson

Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method

SENSORS

IF3.5

2020-10-26

OAAI

Gomes, Matheus; Silva, Jonathan; Goncalves, Diogo; Zamboni, Pedro; Perez, Jader; Batista, Edson; Ramos, Ana; Osco, Lucas; Matsubara, Edson; Li, Jonathan; Marcato Junior, Jose; Goncalves, Wesley

Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery 深度学习在基于无人机的RGB图像牧草生物量表型分析中的应用

SENSORS

IF3.5

2020-08-26

OAAI

Castro, Wellington; Marcato Junior, Jose; Polidoro, Caio; Osco, Lucas Prado; Goncalves, Wesley; Rodrigues, Lucas; Santos, Mateus; Jank, Liana; Barrios, Sanzio; Valle, Cacilda; Simeao, Rosangela; Carromeu, Camilo; Silveira, Eloise; Jorge, Lucio Andre de Castro; Matsubara, Edson

Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks 基于计算机视觉和卷积神经网络的潘塔内拉牛品种识别

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-08-01

PREAI

Weber, Fabricio de Lima; de Moraes Weber, Vanessa Aparecida; Menezes, Geazy Vilharva; Oliveira Junior, Adair da Silva; Alves, Daniela Arestides; Morais de Oliveira, Marcus Vinicius; Matsubara, Edson Takashi; Pistori, Hemerson; Pinto de Abreu, Urbano Gomes

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery 一种用于无人机多光谱图像中柑橘树计数和地理位置的卷积神经网络方法

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2020-02-01

143

PREAI

Osco, Lucas Prado; de Arruda, Mauro dos Santos; Marcato Junior, Jose; da Silva, Neemias Buceli; Marques Ramos, Ana Paula; Saito Moryia, Erika Akemi; Imai, Nilton Nobuhiro; Pereira, Danillo Roberto; Creste, Jose Eduardo; Matsubara, Edson Takashi; Li, Jonathan; Goncalves, Wesley Nunes

Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images 在无人机安装传感器图像中应用光谱分析算法改进瓦伦西亚橙树叶片氮含量推断

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2019-11-01

PREAI

Oscoa, Lucas Prado; Marques Ramos, Ana Paula; Saito Moriya, Erika Akemi; de Souza, Mauricio; Marcato Junior, Jose; Matsubara, Edson Takashi; Imai, Nilton Nobuhiro; Creste, Jose Eduardo

研究方向