Hemerson Pistori

According to our database, Hemerson Pistori authored at least 53 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Qualitative Forest Inventory in Eucalyptus Plantations Using Unmanned Aerial Vehicles, Multispectral Sensors, and Deep Learning.

Alexandre Magalhaes Albuquerque, Paula Debiasi, Thierry Vinicius Lourenço de Lima, Gabriel Toshio Hirokawa Higa, Hemerson Pistori, Henrique Ferraço Scolforo, Thais Cristina Ferreira Silva, João Vitor de Andrade Porto, Jose-Luiz Stape

IEEE Geosci. Remote. Sens. Lett., 2024

Livestock Fish Larvae Counting using DETR and YOLO based Deep Networks.

Daniel Ortega de Carvalho, Luiz Felipe Teodoro Monteiro, Fernanda Marques Bazilio, Gabriel Toshio Hirokawa Higa, Hemerson Pistori

CoRR, 2024

Using Deep Learning for Morphological Classification in Pigs with a Focus on Sanitary Monitoring.

Eduardo Bedin, Junior Silva Souza, Gabriel Toshio Hirokawa Higa, Alexandre Pereira, Charles Kiefer, Newton Loebens, Hemerson Pistori

CoRR, 2024

Pig aggression classification using CNN, Transformers and Recurrent Networks.

Junior Silva Souza, Eduardo Bedin, Gabriel Toshio Hirokawa Higa, Newton Loebens, Hemerson Pistori

CoRR, 2024

Aedes aegypti Egg Counting with Neural Networks for Object Detection.

Micheli Nayara de Oliveira Vicente, Gabriel Toshio Hirokawa Higa, João Vitor de Andrade Porto, Higor Henrique, Picoli Nucci, Asser Botelho Santana, Karla Rejane de Andrade Porto, Antonia Railda Roel, Hemerson Pistori

CoRR, 2024

Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction.

Gabriel Toshio Hirokawa Higa, Rodrigo Stuqui Monzani, Jorge Fernando da Silva Cecatto, Maria Fernanda Balestieri Mariano de Souza, Vanessa Aparecida de Moraes Weber, Hemerson Pistori, Edson Takashi Matsubara

CoRR, 2024

Exploring Cluster Analysis in Nelore Cattle Visual Score Attribution.

Alexandre de Oliveira Bezerra, Rodrigo Gonçalves Mateus, Vanessa Aparecida de Moraes Weber, Fabricio de Lima Weber, Yasmin Alves de Arruda, Rodrigo da Costa Gomes, Gabriel Toshio Hirokawa Higa, Hemerson Pistori

CoRR, 2024

A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification.

Gabriel Toshio Hirokawa Higa, Joyce Katiuccia Medeiros Ramos Carvalho, Paolo Brito Pascoalini Zanoni, Gisele Braziliano de Andrade, Hemerson Pistori

CoRR, 2024

2023

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture.

Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

An approach for applying natural language processing to image classification problems.

Gilberto Astolfi, Diego André Sant'Ana, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Everton Castelão Tetila, Edson Takashi Matsubara, Hemerson Pistori

Neurocomputing, 2022

Computer vision system for superpixel classification and segmentation of sheep.

Diego 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

Ecol. Informatics, 2022

Prediction of fingerling biomass with deep learning.

Marcio 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

Ecol. Informatics, 2022

Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach.

Marcio 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

Ecol. Informatics, 2022

Syntactic Pattern Recognition in Computer Vision: A Systematic Review.

Gilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori

ACM Comput. Surv., 2022

Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection.

Alessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves

Comput. Electron. Agric., 2022

2021

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data.

Paulo 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

Remote. Sens., 2021

Combining Syntactic Methods With LSTM to Classify Soybean Aerial Images.

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

IEEE Geosci. Remote. Sens. Lett., 2021

Associative classification model for forecasting stock market trends.

Everton Castelão Tetila, Bruno Brandoli Machado, Jose F. Rorigues Jr., Diego A. Zanoni, Nicolas Alessandro de Souza Belete, Thayliny Zardo, Michel Constantino, Hemerson Pistori

Int. J. Bus. Intell. Data Min., 2021

Machine learning and SLIC for Tree Canopies segmentation in urban areas.

José Augusto Correa Martins, Geazy Menezes, Wesley Nunes Gonçalves, Diego André Sant'Ana, Lucas Prado Osco, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, Paulo Tarso Sanches de Oliveira, Gilberto Astolfi, Hemerson Pistori, José Marcato Junior

Ecol. Informatics, 2021

A Deep Learning Approach Based on Graphs to Detect Plantation Lines.

Diogo Nunes Gonçalves, Mauro dos Santos de Arruda, Hemerson Pistori, Vanessa Jordão Marcato Fernandes, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Lucas Prado Osco, Hongjie He, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves

CoRR, 2021

A review on deep learning in UAV remote sensing.

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

Int. J. Appl. Earth Obs. Geoinformation, 2021

2020

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques.

Lucas 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

Remote. Sens., 2020

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks.

Everton 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

IEEE Geosci. Remote. Sens. Lett., 2020

A Deep-Learning Approach for Automatic Counting of Soybean Insect Pests.

Everton Castelão Tetila, Bruno Brandoli Machado, Geazy Vilharva Menezes, Nicolas Alessandro de Souza Belete, Gilberto Astolfi, Hemerson Pistori

IEEE Geosci. Remote. Sens. Lett., 2020

POLLEN73S: An image dataset for pollen grains classification.

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

Ecol. Informatics, 2020

Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks.

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

Comput. Electron. Agric., 2020

Cattle weight estimation using active contour models and regression trees Bagging.

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

Comput. Electron. Agric., 2020

Detection and classification of soybean pests using deep learning with UAV images.

Everton Castelão Tetila, Bruno Brandoli Machado, Gilberto Astolfi, Nicolas Alessandro de Souza Belete, Willian Paraguassu Amorim, Antonia Railda Roel, Hemerson Pistori

Comput. Electron. Agric., 2020

A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices.

Ana 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

Comput. Electron. Agric., 2020

Deep Learning Techniques for Beef Cattle Body Weight Prediction.

Mikel 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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs.

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

Sensors, 2019

Unsupervised deep learning and semi-automatic data labeling in weed discrimination.

Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes

Comput. Electron. Agric., 2019

Semi-supervised learning with convolutional neural networks for UAV images automatic recognition.

Willian Paraguassu Amorim, Everton Castelao Tetila, Hemerson Pistori, João Paulo Papa

Comput. Electron. Agric., 2019

Automatic live fingerlings counting using computer vision.

Pedro 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

Comput. Electron. Agric., 2019

Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context.

José Augusto Correa Martins, José Marcato Junior, Geazy Menezes, Hemerson Pistori, Diego Sant'Ana, Wesley Nunes Gonçalves

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah.

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2017

Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images.

Everton Castelao Tetila, Bruno Brandoli Machado, Nicolas Alessandro de Souza Belete, David Augusto Guimaraes, Hemerson Pistori

IEEE Geosci. Remote. Sens. Lett., 2017

Weed detection in soybean crops using ConvNets.

Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes

Comput. Electron. Agric., 2017

2016

BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory.

Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori, Antonia Railda Roel, José F. Rodrigues Jr.

Comput. Electron. Agric., 2016

2015

Identificação de Viabilidade de Leveduras Com Corante Vital Utilizando Histogramas de Palavras Visuais em Imagens Coloridas.

Junior Silva Souza, Hemerson Pistori, Marney Pascoli Cereda, Wesley Nunes Gonçalves, Valguima Victoria Viana Aguiar Odakura

RITA, 2015

2012

Combining Color and Haar Wavelet Responses for Aerial Image Classification.

Ricardo C. B. Rodrigues, Sergio Pellegrino, Hemerson Pistori

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2010

Mice and larvae tracking using a particle filter with an auto-adjustable observation model.

Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado

Pattern Recognit. Lett., 2010

Attributes Reduction Applied to Leather Defects Classification.

Willian Paraguassu Amorim, Hemerson Pistori, Mauro Conti Pereira, Manuel Antonio Chagas Jacinto

Proceedings of the SIBGRAPI 2010, 2010

Comparison of Shape Descriptors for Mice Behavior Recognition.

Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2007

Multiple Mice Tracking using a Combination of Particle Filter and K-Means.

Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura

Proceedings of the SIBGRAPI 2007, 2007

SVM with Stochastic Parameter Selection for Bovine Leather Defect Classification.

Roberto Viana, Ricardo B. Rodrigues, Marco A. Alvarez, Hemerson Pistori

Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Hidden Markov Models Applied to Snakes Behavior Identification.

Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza

Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

2006

Defect detection in raw hide and wet blue leather.

Hemerson Pistori, Willian Paraguassu Amorim, Priscila Silva Martins, Mauro Conti Pereira, M. A. Pereira, Manuel Antonio Chagas Jacinto

Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

Computer vision and digital inclusion of persons with special needs: Overview and state of art.

Hemerson Pistori

Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

2004

An Experiment on Handshape Sign Recognition Using Adaptive Technology: Preliminary Results.

Hemerson Pistori, João José Neto

Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004

2003

Adaptive technology in computer engineering: state of art and applications (Tecnologia adaptativa em engenharia de computação: estado da arte e aplicações).

Hemerson Pistori

PhD thesis, 2003

Decision Tree Induction using Adaptive FSA.

Hemerson Pistori, João José Neto

CLEI Electron. J., 2003

1999

Automatic theory formation in graph theory.

Hemerson Pistori, Jacques Wainer

J. Braz. Comput. Soc., 1999