Guilherme Freire Roberto
Orcid: 0000-0001-5883-2983
According to our database1,
Guilherme Freire Roberto
authored at least 27 papers
between 2013 and 2024.
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Bibliography
2024
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images.
Pattern Anal. Appl., March, 2024
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier.
Multim. Tools Appl., 2024
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
Percolation Features: An approach for evaluating fractal properties in colour images.
Softw. Impacts, December, 2022
Softw. Impacts, 2022
Expert Syst. Appl., 2022
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images.
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022
2021
Analysis of cancer in histological images: employing an approach based on genetic algorithm.
Pattern Anal. Appl., 2021
Pattern Anal. Appl., 2021
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images.
Expert Syst. Appl., 2021
2020
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Classification of colorectal cancer based on the association of multidimensional and multiresolution features.
Expert Syst. Appl., 2019
Unsupervised method for normalization of hematoxylin-eosin stain in histological images.
Comput. Medical Imaging Graph., 2019
Classification of breast and colorectal tumors based on percolation of color normalized images.
Comput. Graph., 2019
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019
2018
Comput. Biol. Chem., 2018
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
2017
Features based on the percolation theory for quantification of non-Hodgkin lymphomas.
Comput. Biol. Medicine, 2017
2016
The HAMSTER Data Communication Architecture for Unmanned Aerial, Ground and Aquatic Systems - Aims, Scope and Definitions.
J. Intell. Robotic Syst., 2016
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016
2013
Proceedings of the 14th Latin American Test Workshop, 2013