Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images LF Rodrigues, MC Naldi, JF Mari Computers in Biology and Medicine 116, 103542, 2020 | 42 | 2020 |
Maize leaf disease classification using convolutional neural networks and hyperparameter optimization EL da Rocha, LF Rodrigues, JF Mari XVI Workshop de Visão Computacional, 104-110, 2020 | 23 | 2020 |
Cell classification using handcrafted features and bag of visual words LC Faria, LF Rodrigues, JF Mari XIV Workshop de Visão Computacional, 68-73, 2018 | 19 | 2018 |
Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification LF Rodrigues, AR Backes, BAN Travençolo, GMB de Oliveira Journal of Digital Imaging 35 (3), 623-637, 2022 | 18 | 2022 |
Exploiting Convolutional Neural Networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images LF Rodrigues, MC Naldi, JF Mari 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2017 | 14 | 2017 |
Packet Vision: a convolutional neural network approach for network traffic classification R Moreira, LF Rodrigues, PF Rosa, RL Aguiar, F de Oliveira Silva | 12 | 2020 |
HEp-2 Cell Image Classification Based on Convolutional Neural Networks LF Rodrigues, MC Naldi, JF Mari Computer Vision (WVC), 2017 Workshop of, 13-18, 2017 | 12 | 2017 |
AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics R Moreira, LFR Moreira, PLA Munhoz, EA Lopes, RAA Ruas Internet of Things 19, 100570, 2022 | 11 | 2022 |
Morphological analysis and classification of erythrocytes in microscopy images LF Rodrigues, MC Naldi, JF Mari XII Workshop de Visão Computacional, 69-74, 2016 | 11 | 2016 |
An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis LFR Moreira, R Moreira, BAN Travençolo, AR Backes Applied Soft Computing 134, 110014, 2023 | 8 | 2023 |
Meninas++: uma iniciativa para fomentar a participação feminina na área de Computação MM Nunes, LF Rodrigues, AZ Martinhago, LS Soares, RCD Reis Tecnologias, Sociedade e Conhecimento 3 (1), 58-78, 2015 | 8 | 2015 |
Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction TM Antico, LFR Moreira, R Moreira Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional, 2022 | 7 | 2022 |
Leukocytes classification in microscopy images for acute lymphoblastic leukemia identification LF Rodrigues, JH Silva, PHCC Gondim, JF Mari XII Workshop de Visão Computacional, 334-338, 2016 | 5 | 2016 |
Uma iniciativa para atrair as estudantes do ensino médio para a Área de Tecnologia da Informação MM Nunes, LF Rodrigues, A Martinhago, L Soares, R Reis Anais do Workshop de Informática na Escola 21 (1), 425-434, 2015 | 5 | 2015 |
Optimizing data augmentation policies for Convolutional Neural Networks based on classification of sickle cells MV da Silva, LF Rodrigues, JF Mari XVI Workshop de Visão Computacional, 46-51, 2020 | 3 | 2020 |
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images LGF Rodrigues, LF Rodrigues, DF da Silva, JF Mari XVI Workshop de Visão Computacional, 52-57, 2020 | 3 | 2020 |
A low-cost IoT architecture to support urban mobility for visually impaired people NA de Oliveira Silva, R Moreira, LF Rodrigues, R Marinho Anais Do XII Workshop de Pesquisa Experimental Da Internet Do Futuro, 1-6, 2021 | 2 | 2021 |
Automatic identification of charcoal origin based on deep learning R Rodrigues de Oliveira Neto, L Ferreira Rodrigues, JF Mari, ... Maderas. Ciencia y tecnología 23, 2021 | 2 | 2021 |
Bases Cartográficas para Municípios de Pequeno Porte geradas por Informação Geográfica Voluntária PL Silva, VG Sperandio, LF Rodrigues, VEC Dias, LBS Loti, MHM Lisboa, ... Revista Brasileira de Cartografia 70 (5), 1664-1685, 2018 | 2 | 2018 |
An intelligent network monitoring approach for online classification of Darknet traffic R Moreira, LFR Moreira, F de Oliveira Silva Computers and Electrical Engineering 110, 108852, 2023 | 1 | 2023 |