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 | 48 | 2019 |
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 | 37 | 2021 |
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 | 36 | 2017 |
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 | 33 | 2014 |
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 | 32 | 2019 |
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 | 24 | 2019 |
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 | 16 | 2020 |
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 | 16 | 2018 |
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 | 16 | 2016 |
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 | 13 | 2021 |
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 | 13 | 2013 |
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 | 12 | 2021 |
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 | 8 | 2016 |
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 | 7 | 2018 |
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 | 6 | 2024 |
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 | 4 | 2022 |
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 | 4 | 2019 |
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 | 3 | 2020 |
Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers LA Neves, JMC Martinez, LHC Longo, GF Roberto, TAA Tosta, PR Faria, ... Proceedings, 2023 | 2 | 2023 |
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 | 2 | 2022 |