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Viewing Publication 1 - 44 from 44

2023

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision AgricultureDiogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li 0001, Keiller Nogueira, Wesley Nunes Gonçalves. cvpr 2023: 6290-6298 [doi]

2022

An approach for applying natural language processing to image classification problemsGilberto Astolfi, Diego André Sant'Ana, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Everton Castelão Tetila, Edson Takashi Matsubara, Hemerson Pistori. ijon, 513:372-382, 2022. [doi]

Unsupervised domain adaptation using transformers for sugarcane rows and gaps detectionAlessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves. cea, 203:107480, 2022. [doi]

Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approachMarcio Carneiro Brito Pache, Diego André Sant'Ana, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, João Victor Araújo Rozales, Vanessa Aparecida de Moraes Weber, Adair da Silva Oliveira Junior, Vanir Garcia, Marco Hiroshi Naka, Hemerson Pistori. ecoi, 68:101509, 2022. [doi]

Prediction of fingerling biomass with deep learningMarcio Carneiro Brito Pache, Diego André Sant'Ana, João Victor Araújo Rozales, Vanessa Aparecida de Moraes Weber, Adair da Silva Oliveira Junior, Vanir Garcia, Hemerson Pistori, Marco Hiroshi Naka. ecoi, 71:101785, 2022. [doi]

Computer vision system for superpixel classification and segmentation of sheepDiego André Sant'Ana, Marcio Carneiro Brito Pache, José Martins, Gilberto Astolfi, Wellington Pereira Soares, Sebastião Lucas Neves de Melo, Natália da Silva Heimbach, Vanessa Aparecida de Moraes Weber, Rodrigo Gonçalves Mateus, Hemerson Pistori. ecoi, 68:101551, 2022. [doi]

2021

Syntactic Pattern Recognition in Computer Vision: A Systematic ReviewGilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori. ACM Comput. Surv., 54(3), 2021. [doi]

Combining Syntactic Methods With LSTM to Classify Soybean Aerial ImagesGilberto Astolfi, Marcio Carneiro Brito Pache, Geazy Vilharva Menezes, Adair da Silva Oliveira Junior, Gabriel Kirsten Menezes, Vanessa Aparecida de Moares Weber, Everton Castelão Tetila, Nicolas Alessandro de Souza Belete, Edson Takashi Matsubara, Hemerson Pistori. lgrs, 18(12):2182-2186, 2021. [doi]

Machine learning and SLIC for Tree Canopies segmentation in urban areasJosé Augusto Correa Martins, Geazy Menezes, Wesley Nunes Gonçalves, Diego André Sant'Ana, Lucas Prado Osco, Veraldo Liesenberg, Jonathan Li 0001, Lingfei Ma, Paulo Tarso Sanches de Oliveira, Gilberto Astolfi, Hemerson Pistori, José Marcato Junior. ecoi, 66:101465, 2021. [doi]

A review on deep learning in UAV remote sensingLucas 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 0001. aeog, 102:102456, 2021. [doi]

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral DataPaulo Eduardo Teodoro, Larissa Pereira Ribeiro Teodoro, Fábio Henrique Rojo Baio, Carlos Antonio da Silva Junior, Regimar Garcia dos Santos, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro, Lucas Prado Osco, Wesley Nunes Gonçalves, Alexsandro Monteiro Carneiro, José Marcato Junior, Hemerson Pistori, Luciano Shozo Shiratsuchi. remotesensing, 13(22):4632, 2021. [doi]

Associative classification model for forecasting stock market trendsEverton Castelão Tetila, Bruno Brandoli Machado, Jose F. Rorigues Jr., Diego A. Zanoni, Nicolas Alessandro de Souza Belete, Thayliny Zardo, Michel Constantino, Hemerson Pistori. ijbidm, 19(1):97-112, 2021. [doi]

2020

POLLEN73S: An image dataset for pollen grains classificationGilberto Astolfi, Ariadne Barbosa Gonçalves, Geazy Vilharva Menezes, Felipe Silveira Brito Borges, Angelica Christina Melo Nunes Astolfi, Edson Takashi Matsubara, Marco A. Alvarez, Hemerson Pistori. ecoi, 60:101165, 2020. [doi]

Recognition of Pantaneira cattle breed using computer vision and convolutional neural networksFabricio 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. cea, 175:105548, 2020. [doi]

Cattle weight estimation using active contour models and regression trees BaggingVanessa 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. cea, 179:105804, 2020. [doi]

Deep Learning Techniques for Beef Cattle Body Weight PredictionMikel Gjergji, Vanessa Aparecida de Moraes Weber, Luiz Otávio Campos Silva, Rodrigo da Costa Gomes, Thiago Luís Alves Campos de Araújo, Hemerson Pistori, Marco A. Alvarez. ijcnn 2020: 1-8 [doi]

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning TechniquesLucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Wesley Nunes Gonçalves, Fábio Henrique Rojo Baio, Hemerson Pistori, Carlos Antonio da Silva Junior, Paulo Eduardo Teodoro. remotesensing, 12(19):3237, 2020. [doi]

A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indicesAna Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antonio da Silva Junior, Guilherme Fernando Capristo-Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato Junior, Paulo Eduardo Teodoro, Hemerson Pistori. cea, 178:105791, 2020. [doi]

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural NetworksEverton Castelão Tetila, Bruno Brandoli Machado, Gabriel Kirsten Menezes, Adair da Silva Oliveira Junior, Marco A. Alvarez, Willian Paraguassu Amorim, Nicolas Alessandro de Souza Belete, Gercina Gonçalves da Silva, Hemerson Pistori. lgrs, 17(5):903-907, 2020. [doi]

A Deep-Learning Approach for Automatic Counting of Soybean Insect PestsEverton Castelão Tetila, Bruno Brandoli Machado, Geazy Vilharva Menezes, Nicolas Alessandro de Souza Belete, Gilberto Astolfi, Hemerson Pistori. lgrs, 17(10):1837-1841, 2020. [doi]

Detection and classification of soybean pests using deep learning with UAV imagesEverton Castelão Tetila, Bruno Brandoli Machado, Gilberto Astolfi, Nicolas Alessandro de Souza Belete, Willian Paraguassu Amorim, Antonia Railda Roel, Hemerson Pistori. cea, 179:105836, 2020. [doi]

2019

Automatic live fingerlings counting using computer visionPedro Lucas França Albuquerque, Vanir Garcia, Adair da Silva Oliveira Junior, Tiago Lewandowski, Carrick Detweiler, Ariadne Barbosa Gonçalves, Celso Soares Costa, Marco Hiroshi Naka, Hemerson Pistori. cea, 167, 2019. [doi]

Semi-supervised learning with convolutional neural networks for UAV images automatic recognitionWillian Paraguassu Amorim, Everton Castelao Tetila, Hemerson Pistori, João Paulo Papa. cea, 164, 2019. [doi]

Unsupervised deep learning and semi-automatic data labeling in weed discriminationAlessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes. cea, 165, 2019. [doi]

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVsAnderson 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. sensors, 19(16):3595, 2019. [doi]

Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian SavanahDavid 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. igarss 2019: 9364-9367 [doi]

Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest ContextJosé Martins, José Marcato Junior, Geazy Menezes, Hemerson Pistori, Diego Sant'Ana, Wesley Nunes Gonçalves. igarss 2019: 6543-6546 [doi]

2017

Weed detection in soybean crops using ConvNetsAlessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes. cea, 143:314-324, 2017. [doi]

Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle ImagesEverton Castelao Tetila, Bruno Brandoli Machado, Nicolas Alessandro de Souza Belete, David Augusto Guimaraes, Hemerson Pistori. lgrs, 14(12):2190-2194, 2017. [doi]

2016

BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivoryBruno Brandoli Machado, Jonatan Patrick Orue, Mauro Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Silva, Hemerson Pistori, Antonia Railda Roel, Jose F. Rodrigues Jr.. cea, 129:44-55, 2016. [doi]

2015

Identificação de Viabilidade de Leveduras Com Corante Vital Utilizando Histogramas de Palavras Visuais em Imagens ColoridasJunior Silva Souza, Hemerson Pistori, Marney Pascoli Cereda, Wesley Nunes Gonçalves, Valguima Victoria Viana Aguiar Odakura. rita, 22(2):124-145, 2015. [doi]

2012

Combining Color and Haar Wavelet Responses for Aerial Image ClassificationRicardo C. B. Rodrigues, Sergio Pellegrino, Hemerson Pistori. icaisc 2012: 583-591 [doi]

2010

2007

2006

Computer vision and digital inclusion of persons with special needs: Overview and state of artHemerson Pistori. compimage 2007: 33-37

Defect detection in raw hide and wet blue leatherHemerson Pistori, Willian Paraguassu Amorim, Priscila Silva Martins, Mauro Conti Pereira, M. A. Pereira, Manuel Antonio Chagas Jacinto. compimage 2007: 355-360

2004

An Experiment on Handshape Sign Recognition Using Adaptive Technology: Preliminary ResultsHemerson Pistori, João José Neto. sbia 2004: 464-473 [doi]

2003

Adaptive technology in computer engineering: state of art and applicationsHemerson Pistori. PhD thesis, University of São Paulo, Brazil, 2003. [doi]

Decision Tree Induction using Adaptive FSAHemerson Pistori, João José Neto. cleiej, 6(1), 2003. [doi]

1999

Automatic theory formation in graph theoryHemerson Pistori, Jacques Wainer. jbcs, 6(2), 1999.

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1999

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