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João Fernando Mari
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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
432020
Voice command recognition with dynamic time warping (dtw) using graphics processing units (gpu) with compute unified device architecture (cuda)
G Poli, JF Mari, JH Saito, ALM Levada
19th International Symposium on Computer Architecture and High Performance …, 2007
362007
Maize leaf disease classification using convolutional neural networks and hyperparameter optimization
EL da Rocha, L Rodrigues, JF Mari
Anais do XVI Workshop de Visão Computacional, 104-110, 2020
252020
Processing neocognitron of face recognition on high performance environment based on GPU with CUDA architecture
G Poli, JH Saito, JF Mari, MR Zorzan
2008 20th International Symposium on Computer Architecture and High …, 2008
232008
Cell classification using handcrafted features and bag of visual words
LC de Faria, LF Rodrigues, JF Mari
XIV Workshop de Visão Computacional, 68 - 73, 2018
202018
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
142017
HEp-2 cell image classification based on convolutional neural networks
LF Rodrigues, MC Naldi, JF Mari
2017 Workshop of Computer Vision (WVC), 13-18, 2017
122017
Morphological analysis and classification of erythrocytes in microscopy images
LF RODRIGUES, MC NALDI, JF MARI
XII Workshop de Visão Computacional - WVC' 2016, 69-74, 2016
112016
Improving the neural meshes algorithm for 3D surface reconstruction with edge swap operations
JF Mari, JH Saito, G Poli, MR Zorzan, ALM Levada
Proceedings of the 2008 ACM symposium on Applied computing, 1236-1240, 2008
82008
Simulated activation patterns of biological neurons cultured onto a multi-electrode array based on a modified izhikevich's model
JH Saito, JF Mari, E Pedrino, JB Destro-Filho, MC Nicoletti
Fundamenta Informaticae 124 (1-2), 111-132, 2013
62013
Leukocytes classification in microscopy images for acute lymphoblastic leukemia identification
LF RODRIGUES, JH SILVA, PHCC GONDIM, JF MARI
XII Workshop de Visão Computacional - WVC´2016, 334-338, 2016
52016
Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment
MV da Silva, LHFP Silva, JDD Junior, MC Escarpinati, AR Backes, JF Mari
Computers and Electronics in Agriculture 206, 107668, 2023
32023
Non-linear co-registration in UAVs’ images using deep learning
LHFP Silva, JDD Jünior, JF Mari, MC Escarpinati, AR Backes
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1, 1-6, 2022
32022
Optimizing data augmentation policies for convolutional neural networks based on classification of sickle cells
M da Silva, L Rodrigues, JF Mari
Anais do XVI Workshop de Visão Computacional, 46-51, 2020
32020
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images
L Rodrigues, L Rodrigues, D da Silva, JF Mari
Anais do XVI Workshop de Visao Computacional, 52-57, 2020
32020
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
22021
Non-linear Distortion Recognition in UAVs' Images using Deep Learning.
LHFP Silva, JD Dias Jr, JFB Santos, JF Mari, MC Escarpinati, AR Backes
VISIGRAPP (4: VISAPP), 447-454, 2021
22021
Classification of UAVs' distorted images using convolutional neural networks
L Silva, JD Júnior, J Santos, JF Mari, M Escarpinati, A Backes
Anais do XVI Workshop de Visão Computacional, 98-103, 2020
22020
Quantitative Analysis of Rat Dorsal Root Ganglion Neurons Cultured on Microelectrode Arrays Based on Fluorescence Microscopy Image Processing
JF MARI, JH SAITO, AF NEVES, CMDAC LOTUFO, JB DESTRO-FILHO, ...
International Journal of Neural Systems 25 (08), 1550033, 2015
22015
A comparative study of convolutional neural networks for classification of pigmented skin lesions
NC do Carmo, JF Mari
Anais do XVII Workshop de Visão Computacional, 171-176, 2021
12021
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Articles 1–20