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Guilherme Freire Roberto
Guilherme Freire Roberto
Faculdade de Engenharia (FEUP) - Universidade do Porto
Verified email at unesp.br - Homepage
Title
Cited by
Cited by
Year
Classification of colorectal cancer based on the association of multidimensional and multiresolution features
MG Ribeiro, LA Neves, MZ do Nascimento, GF Roberto, AS Martins, ...
Expert Systems with Applications 120, 262-278, 2019
462019
Features based on the percolation theory for quantification of non-hodgkin lymphomas
GF Roberto, LA Neves, MZ Nascimento, TAA Tosta, LC Longo, AS Martins, ...
Computers in biology and medicine 91, 135-147, 2017
362017
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images
GF Roberto, A Lumini, LA Neves, MZ do Nascimento
Expert Systems with Applications 166, 114103, 2021
352021
HAMSTER-Healthy, mobility and security-based data communication architecture for Unmanned Aircraft Systems
DF Pigatto, L Gonçalves, ASR Pinto, GF Roberto, JF Rodrigues Filho, ...
2014 International Conference on Unmanned Aircraft Systems (ICUAS), 52-63, 2014
332014
Unsupervised method for normalization of hematoxylin-eosin stain in histological images
TAA Tosta, PR de Faria, JPS Servato, LA Neves, GF Roberto, AS Martins, ...
Computerized Medical Imaging and Graphics 77, 101646, 2019
292019
Classification of breast and colorectal tumors based on percolation of color normalized images
GF Roberto, MZ Nascimento, AS Martins, TAA Tosta, PR Faria, LA Neves
Computers & Graphics 84, 134-143, 2019
242019
The HAMSTER Data Communication Architecture for Unmanned Aerial, Ground and Aquatic Systems: Aims, Scope and Definitions
DF Pigatto, L Gonçalves, GF Roberto, JF Rodrigues Filho, ...
Journal of Intelligent & Robotic Systems 84 (1), 705-723, 2016
162016
Selection of cnn, haralick and fractal features based on evolutionary algorithms for classification of histological images
D Candelero, GF Roberto, MZ Do Nascimento, GB Rozendo, LA Neves
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
152020
Analysis of the influence of color normalization in the classification of non-hodgkin lymphoma images
MG Ribeiro, LA Neves, GF Roberto, TAA Tosta, AS Martins, ...
2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2018
152018
Analysis of cancer in histological images: employing an approach based on genetic algorithm
DF Taino, MG Ribeiro, GF Roberto, GFD Zafalon, MZ do Nascimento, ...
Pattern Analysis and Applications 24, 483-496, 2021
132021
A hermite polynomial algorithm for detection of lesions in lymphoma images
AS Martins, LA Neves, PR de Faria, TAA Tosta, LC Longo, AB Silva, ...
Pattern Analysis and Applications 24, 523-535, 2021
122021
Local data fusion algorithm for fire detection through mobile robot
GF Roberto, KC Branco, JM Machado, AR Pinto
2013 14th Latin American Test Workshop-LATW, 1-6, 2013
122013
Method Based on Triangulation for Sensor Deployment on 3D Surfaces
R Nespolo, LA Neves, G Roberto, M Ribeiro, MZ Do Nascimento, ...
2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2016
82016
An approach for COFFEE objective function to global DNA multiple sequence alignment
AR Amorim, LA Neves, CR Valêncio, GF Roberto, GFD Zafalon
Computational biology and chemistry 75, 39-44, 2018
72018
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier
CI de Oliveira, MZ do Nascimento, GF Roberto, TAA Tosta, AS Martins, ...
Multimedia Tools and Applications 83 (8), 21929-21952, 2024
62024
Classification of non-Hodgkin lymphomas based on sample entropy signatures
GB Rozendo, MZ do Nascimento, GF Roberto, PR de Faria, AB Silva, ...
Expert Systems with Applications 202, 117238, 2022
42022
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images
JJ Tenguam, GB Rozendo, GF Roberto, MZ do Nascimento, AS Martins, ...
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
32020
A model based on genetic algorithm for colorectal cancer diagnosis
DF Taino, MG Ribeiro, GF Roberto, GFD Zafalon, MZ do Nascimento, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
32019
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images
LHDC Longo, AS Martins, MZ Do Nascimento, LFS Dos Santos, ...
2022 29th International Conference on Systems, Signals and Image Processing …, 2022
22022
Classification of Multiple H&E Images via an Ensemble Computational Scheme
LHC Longo, GF Roberto, TAA Tosta, PR de Faria, AM Loyola, ...
Entropy 26 (1), 34, 2023
12023
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