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Books and Theses
- 2003
[b1]Hemerson Pistori:
Adaptive technology in computer engineering: state of art and applications (Tecnologia adaptativa em engenharia de computação: estado da arte e aplicações). University of São Paulo, Brazil, 2003
Journal Articles
- 2024
- [j31]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:
Qualitative Forest Inventory in Eucalyptus Plantations Using Unmanned Aerial Vehicles, Multispectral Sensors, and Deep Learning. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - 2022
- [j30]Alessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves:
Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. Comput. Electron. Agric. 203: 107480 (2022) - [j29]Gilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori:
Syntactic Pattern Recognition in Computer Vision: A Systematic Review. ACM Comput. Surv. 54(3): 65:1-65:35 (2022) - [j28]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:
Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach. Ecol. Informatics 68: 101509 (2022) - [j27]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:
Computer vision system for superpixel classification and segmentation of sheep. Ecol. Informatics 68: 101551 (2022) - [j26]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:
Prediction of fingerling biomass with deep learning. Ecol. Informatics 71: 101785 (2022) - [j25]Gilberto Astolfi, Diego André Sant'Ana, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Everton Castelão Tetila, Edson Takashi Matsubara, Hemerson Pistori:
An approach for applying natural language processing to image classification problems. Neurocomputing 513: 372-382 (2022) - 2021
- [j24]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:
A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 102: 102456 (2021) - [j23]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:
Machine learning and SLIC for Tree Canopies segmentation in urban areas. Ecol. Informatics 66: 101465 (2021) - [j22]Everton Castelão Tetila, Bruno Brandoli Machado, Jose F. Rorigues Jr., Diego A. Zanoni, Nicolas Alessandro de Souza Belete, Thayliny Zardo, Michel Constantino, Hemerson Pistori:
Associative classification model for forecasting stock market trends. Int. J. Bus. Intell. Data Min. 19(1): 97-112 (2021) - [j21]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:
Combining Syntactic Methods With LSTM to Classify Soybean Aerial Images. IEEE Geosci. Remote. Sens. Lett. 18(12): 2182-2186 (2021) - [j20]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:
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. Remote. Sens. 13(22): 4632 (2021) - 2020
- [j19]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:
Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks. Comput. Electron. Agric. 175: 105548 (2020) - [j18]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:
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. Comput. Electron. Agric. 178: 105791 (2020) - [j17]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:
Cattle weight estimation using active contour models and regression trees Bagging. Comput. Electron. Agric. 179: 105804 (2020) - [j16]Everton Castelão Tetila, Bruno Brandoli Machado, Gilberto Astolfi, Nicolas Alessandro de Souza Belete, Willian Paraguassu Amorim, Antonia Railda Roel, Hemerson Pistori:
Detection and classification of soybean pests using deep learning with UAV images. Comput. Electron. Agric. 179: 105836 (2020) - [j15]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:
POLLEN73S: An image dataset for pollen grains classification. Ecol. Informatics 60: 101165 (2020) - [j14]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:
Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 17(5): 903-907 (2020) - [j13]Everton Castelão Tetila, Bruno Brandoli Machado, Geazy Vilharva Menezes, Nicolas Alessandro de Souza Belete, Gilberto Astolfi, Hemerson Pistori:
A Deep-Learning Approach for Automatic Counting of Soybean Insect Pests. IEEE Geosci. Remote. Sens. Lett. 17(10): 1837-1841 (2020) - [j12]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:
Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. Remote. Sens. 12(19): 3237 (2020) - 2019
- [j11]Willian Paraguassu Amorim, Everton Castelao Tetila, Hemerson Pistori, João Paulo Papa:
Semi-supervised learning with convolutional neural networks for UAV images automatic recognition. Comput. Electron. Agric. 164 (2019) - [j10]Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes:
Unsupervised deep learning and semi-automatic data labeling in weed discrimination. Comput. Electron. Agric. 165 (2019) - [j9]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:
Automatic live fingerlings counting using computer vision. Comput. Electron. Agric. 167 (2019) - [j8]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:
Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. Sensors 19(16): 3595 (2019) - 2017
- [j7]Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva, Hemerson Pistori, Marcelo Theophilo Folhes:
Weed detection in soybean crops using ConvNets. Comput. Electron. Agric. 143: 314-324 (2017) - [j6]Everton Castelao Tetila, Bruno Brandoli Machado, Nicolas Alessandro de Souza Belete, David Augusto Guimaraes, Hemerson Pistori:
Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images. IEEE Geosci. Remote. Sens. Lett. 14(12): 2190-2194 (2017) - 2016
- [j5]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.:
BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. Comput. Electron. Agric. 129: 44-55 (2016) - 2015
- [j4]Junior Silva Souza, Hemerson Pistori, Marney Pascoli Cereda, Wesley Nunes Gonçalves, Valguima Victoria Viana Aguiar Odakura:
Identificação de Viabilidade de Leveduras Com Corante Vital Utilizando Histogramas de Palavras Visuais em Imagens Coloridas. RITA 22(2): 124-145 (2015) - 2010
- [j3]Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado:
Mice and larvae tracking using a particle filter with an auto-adjustable observation model. Pattern Recognit. Lett. 31(4): 337-346 (2010) - 2003
- [j2]Hemerson Pistori, João José Neto:
Decision Tree Induction using Adaptive FSA. CLEI Electron. J. 6(1) (2003) - 1999
- [j1]Hemerson Pistori, Jacques Wainer:
Automatic theory formation in graph theory. J. Braz. Comput. Soc. 6(2) (1999)
Conference and Workshop Papers
- 2023
- [c13]Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves:
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops 2023: 6290-6298 - 2020
- [c12]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:
Deep Learning Techniques for Beef Cattle Body Weight Prediction. IJCNN 2020: 1-8 - 2019
- [c11]José Augusto Correa Martins, José Marcato Junior, Geazy Menezes, Hemerson Pistori, Diego Sant'Ana, Wesley Nunes Gonçalves:
Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context. IGARSS 2019: 6543-6546 - [c10]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:
Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah. IGARSS 2019: 9364-9367 - 2012
- [c9]Ricardo C. B. Rodrigues, Sergio Pellegrino, Hemerson Pistori:
Combining Color and Haar Wavelet Responses for Aerial Image Classification. ICAISC (1) 2012: 583-591 - 2010
- [c8]Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza:
Comparison of Shape Descriptors for Mice Behavior Recognition. CIARP 2010: 370-377 - [c7]Willian Paraguassu Amorim, Hemerson Pistori, Mauro Conti Pereira, Manuel Antonio Chagas Jacinto:
Attributes Reduction Applied to Leather Defects Classification. SIBGRAPI 2010: 353-359 - 2007
- [c6]Roberto Viana, Ricardo B. Rodrigues, Marco A. Alvarez, Hemerson Pistori:
SVM with Stochastic Parameter Selection for Bovine Leather Defect Classification. PSIVT 2007: 600-612 - [c5]Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza:
Hidden Markov Models Applied to Snakes Behavior Identification. PSIVT 2007: 777-787 - [c4]Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura:
Multiple Mice Tracking using a Combination of Particle Filter and K-Means. SIBGRAPI 2007: 173-178 - 2006
- [c3]Hemerson Pistori:
Computer vision and digital inclusion of persons with special needs: Overview and state of art. CompIMAGE 2006: 33-37 - [c2]Hemerson Pistori, Willian Paraguassu Amorim, Priscila Silva Martins, Mauro Conti Pereira, M. A. Pereira, Manuel Antonio Chagas Jacinto:
Defect detection in raw hide and wet blue leather. CompIMAGE 2006: 355-360 - 2004
- [c1]Hemerson Pistori, João José Neto:
An Experiment on Handshape Sign Recognition Using Adaptive Technology: Preliminary Results. SBIA 2004: 464-473
Informal and Other Publications
- 2024
- [i11]Gabriel Toshio Hirokawa Higa, Joyce Katiuccia Medeiros Ramos Carvalho, Paolo Brito Pascoalini Zanoni, Gisele Braziliano de Andrade, Hemerson Pistori:
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification. CoRR abs/2403.07132 (2024) - [i10]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:
Exploring Cluster Analysis in Nelore Cattle Visual Score Attribution. CoRR abs/2403.07137 (2024) - [i9]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:
Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction. CoRR abs/2403.07621 (2024) - [i8]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:
Aedes aegypti Egg Counting with Neural Networks for Object Detection. CoRR abs/2403.08016 (2024) - [i7]Junior Silva Souza, Eduardo Bedin, Gabriel Toshio Hirokawa Higa, Newton Loebens, Hemerson Pistori:
Pig aggression classification using CNN, Transformers and Recurrent Networks. CoRR abs/2403.08528 (2024) - [i6]Eduardo Bedin, Junior Silva Souza, Gabriel Toshio Hirokawa Higa, Alexandre Pereira, Charles Kiefer, Newton Loebens, Hemerson Pistori:
Using Deep Learning for Morphological Classification in Pigs with a Focus on Sanitary Monitoring. CoRR abs/2403.08962 (2024) - [i5]Daniel Ortega de Carvalho, Luiz Felipe Teodoro Monteiro, Fernanda Marques Bazilio, Gabriel Toshio Hirokawa Higa, Hemerson Pistori:
Livestock Fish Larvae Counting using DETR and YOLO based Deep Networks. CoRR abs/2408.05032 (2024) - 2023
- [i4]Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves:
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR abs/2305.02813 (2023) - 2021
- [i3]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:
A Review on Deep Learning in UAV Remote Sensing. CoRR abs/2101.10861 (2021) - [i2]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:
A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR abs/2102.03213 (2021) - 2016
- [i1]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.:
BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory. CoRR abs/1609.08004 (2016)
Coauthor Index
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