Hemerson Pistori

62 papers B 1C 5Journal 48Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DuoCounter: An Approach for Counting Fish Using Tracking. IEEE Access Junior Silva Souza, Eduardo Bedin, Vinícius de Araújo Maeda, Hemerson Pistori, Edson Takashi Matsubara
2026	J	`jnl`	Types of Markov random fields in deep learning: A review. Neurocomputing Newton Loebens, João Vitor de Andrade Porto, Karla Rejande de Andrade Porto, Junior Silva Souza, Hemerson Pistori
2025	J	`jnl`	Aedes aegypti Egg Counting with Neural Networks for Object Detection. RITA 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
2025	J	`jnl`	Bulldogs Nose Detection using Deep Learning. RITA 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
2025	J	`jnl`	Sheep Behavioral Analysis with Optical Flow. RITA Pedro Henrique Neves da Silva, Rodrigo Gonçalves Mateus, Diego André Sant'Ana, Sebastião Lucas Neves de Melo, Hemerson Pistori
2025	J	`jnl`	Trending Machine Learning Methods for Vehicle, Pedestrian, and Traffic for Detection and Tracking Task in the Post-Covid Era: A Literature Review. IEEE Access João Vitor de Andrade Porto, Peter Tamas Szemes, Hemerson Pistori, Jozsef Menyhart
2024	J	`jnl`	A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification. CoRR Gabriel Toshio Hirokawa Higa, Joyce Katiuccia Medeiros Ramos Carvalho, Paolo Brito Pascoalini Zanoni, Gisele Braziliano de Andrade, Hemerson Pistori
2024	J	`jnl`	Aedes aegypti Egg Counting with Neural Networks for Object Detection. CoRR 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
2024	J	`jnl`	Exploring Cluster Analysis in Nelore Cattle Visual Score Attribution. CoRR 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
2024	J	`jnl`	Livestock Fish Larvae Counting using DETR and YOLO based Deep Networks. CoRR Daniel Ortega de Carvalho, Luiz Felipe Teodoro Monteiro, Fernanda Marques Bazilio, Gabriel Toshio Hirokawa Higa, Hemerson Pistori
2024	J	`jnl`	Pig aggression classification using CNN, Transformers and Recurrent Networks. CoRR Junior Silva Souza, Eduardo Bedin, Gabriel Toshio Hirokawa Higa, Newton Loebens, Hemerson Pistori
2024	J	`jnl`	Qualitative Forest Inventory in Eucalyptus Plantations Using Unmanned Aerial Vehicles, Multispectral Sensors, and Deep Learning. IEEE Geosci. Remote. Sens. Lett. 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
2024	J	`jnl`	Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction. CoRR 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
2024	J	`jnl`	Using Deep Learning for Morphological Classification in Pigs with a Focus on Sanitary Monitoring. CoRR Eduardo Bedin, Junior Silva Souza, Gabriel Toshio Hirokawa Higa, Alexandre Pereira, Charles Kiefer, Newton Loebens, Hemerson Pistori
2023	—	`conf`	MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
2023	J	`jnl`	MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
2022	J	`jnl`	An approach for applying natural language processing to image classification problems. Neurocomputing Gilberto Astolfi, Diego André Sant'Ana, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Everton Castelão Tetila, Edson Takashi Matsubara, Hemerson Pistori
2022	J	`jnl`	Computer vision system for superpixel classification and segmentation of sheep. Ecol. Informatics 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
2022	J	`jnl`	Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach. Ecol. Informatics 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
2022	J	`jnl`	Prediction of fingerling biomass with deep learning. Ecol. Informatics 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
2022	J	`jnl`	Syntactic Pattern Recognition in Computer Vision: A Systematic Review. ACM Comput. Surv. Gilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori
2022	J	`jnl`	Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. Comput. Electron. Agric. Alessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves
2021	J	`jnl`	A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR 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
2021	J	`jnl`	A Review on Deep Learning in UAV Remote Sensing. CoRR 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
2021	J	`jnl`	A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 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
2021	J	`jnl`	Associative classification model for forecasting stock market trends. Int. J. Bus. Intell. Data Min. Everton Castelão Tetila, Bruno Brandoli Machado, Jose F. Rorigues Jr., Diego A. Zanoni, Nicolas Alessandro de Souza Belete, Thayliny Zardo, Michel Constantino, Hemerson Pistori
2021	J	`jnl`	Combining Syntactic Methods With LSTM to Classify Soybean Aerial Images. IEEE Geosci. Remote. Sens. Lett. 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
2021	J	`jnl`	Machine learning and SLIC for Tree Canopies segmentation in urban areas. Ecol. Informatics 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
2021	J	`jnl`	Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. Remote. Sens. 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
2020	J	`jnl`	A Deep-Learning Approach for Automatic Counting of Soybean Insect Pests. IEEE Geosci. Remote. Sens. Lett. Everton Castelão Tetila, Bruno Brandoli Machado, Geazy Vilharva Menezes, Nicolas Alessandro de Souza Belete, Gilberto Astolfi, Hemerson Pistori
2020	J	`jnl`	A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. Comput. Electron. Agric. 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
2020	J	`jnl`	Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 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
2020	J	`jnl`	Cattle weight estimation using active contour models and regression trees Bagging. Comput. Electron. Agric. 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
2020	B	`conf`	Deep Learning Techniques for Beef Cattle Body Weight Prediction. IJCNN 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
2020	J	`jnl`	Detection and classification of soybean pests using deep learning with UAV images. Comput. Electron. Agric. Everton Castelão Tetila, Bruno Brandoli Machado, Gilberto Astolfi, Nicolas Alessandro de Souza Belete, Willian Paraguassu Amorim, Antonia Railda Roel, Hemerson Pistori
2020	J	`jnl`	Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. Remote. Sens. 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
2020	J	`jnl`	POLLEN73S: An image dataset for pollen grains classification. Ecol. Informatics 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
2020	J	`jnl`	Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks. Comput. Electron. Agric. 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
2019	J	`jnl`	Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. Sensors 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
2019	J	`jnl`	Automatic live fingerlings counting using computer vision. Comput. Electron. Agric. 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
2019	C	`conf`	Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context. IGARSS José Augusto Correa Martins, José Marcato Junior, Geazy Menezes, Hemerson Pistori, Diego Sant'Ana, Wesley Nunes Gonçalves
2019	C	`conf`	Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah. IGARSS 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
2019	J	`jnl`	Semi-supervised learning with convolutional neural networks for UAV images automatic recognition. Comput. Electron. Agric. Willian Paraguassu Amorim, Everton Castelao Tetila, Hemerson Pistori, João Paulo Papa
2019	J	`jnl`	Unsupervised deep learning and semi-automatic data labeling in weed discrimination. Comput. Electron. Agric. Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes
2017	J	`jnl`	Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images. IEEE Geosci. Remote. Sens. Lett. Everton Castelao Tetila, Bruno Brandoli Machado, Nicolas Alessandro de Souza Belete, David Augusto Guimaraes, Hemerson Pistori
2017	J	`jnl`	Weed detection in soybean crops using ConvNets. Comput. Electron. Agric. Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes
2016	J	`jnl`	BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. Comput. Electron. Agric. 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.
2016	J	`jnl`	BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory. CoRR 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.
2015	J	`jnl`	Identificação de Viabilidade de Leveduras Com Corante Vital Utilizando Histogramas de Palavras Visuais em Imagens Coloridas. RITA Junior Silva Souza, Hemerson Pistori, Marney Pascoli Cereda, Wesley Nunes Gonçalves, Valguima Victoria Viana Aguiar Odakura
2012	—	`conf`	Combining Color and Haar Wavelet Responses for Aerial Image Classification. ICAISC (1) Ricardo C. B. Rodrigues, Sergio Pellegrino, Hemerson Pistori
2010	—	`conf`	Attributes Reduction Applied to Leather Defects Classification. SIBGRAPI Willian Paraguassu Amorim, Hemerson Pistori, Mauro Conti Pereira, Manuel Antonio Chagas Jacinto
2010	C	`conf`	Comparison of Shape Descriptors for Mice Behavior Recognition. CIARP Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza
2010	J	`jnl`	Mice and larvae tracking using a particle filter with an auto-adjustable observation model. Pattern Recognit. Lett. Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado
2007	C	`conf`	Hidden Markov Models Applied to Snakes Behavior Identification. PSIVT Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza
2007	—	`conf`	Multiple Mice Tracking using a Combination of Particle Filter and K-Means. SIBGRAPI Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura
2007	C	`conf`	SVM with Stochastic Parameter Selection for Bovine Leather Defect Classification. PSIVT Roberto Viana, Ricardo B. Rodrigues, Marco A. Alvarez, Hemerson Pistori
2006	—	`conf`	Computer vision and digital inclusion of persons with special needs: Overview and state of art. CompIMAGE Hemerson Pistori
2006	—	`conf`	Defect detection in raw hide and wet blue leather. CompIMAGE Hemerson Pistori, Willian Paraguassu Amorim, Priscila Silva Martins, Mauro Conti Pereira, M. A. Pereira, Manuel Antonio Chagas Jacinto
2004	—	`conf`	An Experiment on Handshape Sign Recognition Using Adaptive Technology: Preliminary Results. SBIA Hemerson Pistori, João José Neto
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	J	`jnl`	Decision Tree Induction using Adaptive FSA. CLEI Electron. J. Hemerson Pistori, João José Neto
1999	J	`jnl`	Automatic theory formation in graph theory. J. Braz. Comput. Soc. Hemerson Pistori, Jacques Wainer