Automatic theory formation in graph theory. - Hemerson Pistori; Jacques Wainer (J. Braz. Comput. Soc., 1999)

Decision Tree Induction using Adaptive FSA. - Hemerson Pistori; João José Neto (CLEI Electron. J., 2003)

Adaptive technology in computer engineering: state of art and applications (Tecnologia adaptativa em engenharia de computação: estado da arte e aplicações). - Hemerson Pistori (2003)

An Experiment on Handshape Sign Recognition Using Adaptive Technology: Preliminary Results. - Hemerson Pistori; João José Neto (SBIA, 2004)

Computer vision and digital inclusion of persons with special needs: Overview and state of art. - Hemerson Pistori (CompIMAGE, 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 (CompIMAGE, 2006)

Hidden Markov Models Applied to Snakes Behavior Identification. - Wesley Nunes Gonçalves; Jonathan de Andrade Silva; Bruno Brandoli Machado; Hemerson Pistori; Albert Schiaveto de Souza (PSIVT, 2007)

SVM with Stochastic Parameter Selection for Bovine Leather Defect Classification. - Roberto Viana; Ricardo B. Rodrigues; Marco A. Alvarez; Hemerson Pistori (PSIVT, 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 (SIBGRAPI, 2007)

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 (CIARP, 2010)

Attributes Reduction Applied to Leather Defects Classification. - Willian Paraguassu Amorim; Hemerson Pistori; Mauro Conti Pereira; Manuel Antonio Chagas Jacinto (SIBGRAPI, 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)

Combining Color and Haar Wavelet Responses for Aerial Image Classification. - Ricardo C. B. Rodrigues; Sergio Pellegrino; Hemerson Pistori (ICAISC (1), 2012)

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)

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)

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)

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)

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 (IGARSS, 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 (IGARSS, 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)

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)

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)

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; et al. (Sensors, 2019)

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 (IJCNN, 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 001; Fábio Henrique Rojo Baio; José Marcato Junior; Paulo Eduardo Teodoro; et al. (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)

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; et al. (Comput. Electron. Agric., 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)

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)

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)

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)

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)

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 001 (Int. J. Appl. Earth Obs. Geoinformation, 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 001; José Marcato Junior; Wesley Nunes Gonçalves (CoRR, 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 001; Lingfei Ma; Paulo Tarso Sanches de Oliveira; Gilberto Astolfi; Hemerson Pistori; José Marcato Junior (Ecol. Informatics, 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)

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)

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; et al. (Remote. Sens., 2021)

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)

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)

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)

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)

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)

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)

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. - Diogo Nunes Gonçalves; José Marcato Jr.; Pedro Zamboni; Hemerson Pistori; Jonathan Li 001; Keiller Nogueira; Wesley Nunes Gonçalves (CVPR Workshops, 2023)

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)

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)

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)

Pig aggression classification using CNN, Transformers and Recurrent Networks. - Junior Silva Souza; Eduardo Bedin; Gabriel Toshio Hirokawa Higa; Newton Loebens; 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)

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)

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)

Trending Machine Learning Methods for Vehicle, Pedestrian, and Traffic for Detection and Tracking Task in the Post-Covid Era: A Literature Review. - João Vitor de Andrade Porto; Peter Tamas Szemes; Hemerson Pistori; Jozsef Menyhart (IEEE Access, 2025)

Bulldogs Nose Detection using Deep Learning. - Joyce Katiuccia Medeiros Ramos Carvalho; Pedro Henrique Neves da Silva; Sandra Adriana Uhry; Gustavo Da Silva Andrade; Gisele Braziliano de Andrade; Hemerson Pistori; Newton Loebens (RITA, 2025)

Sheep Behavioral Analysis with Optical Flow. - Pedro Henrique Neves da Silva; Rodrigo Gonçalves Mateus; Diego André Sant'Ana; Sebastião Lucas Neves de Melo; Hemerson Pistori (RITA, 2025)

Aedes aegypti Egg Counting with Neural Networks for Object Detection. - Micheli Nayara de Oliveira Vicente; João Vitor de Andrade Porto; Gabriel Toshio Hirokawa Higa; Higor Henrique; Picoli Nucci; Asser Botelho Santana; Karla Rejane de Andrade Porto; Antonia Railda Roel; Hemerson Pistori (RITA, 2025)