Guilherme Freire Roberto
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
3
Active years
2019–2024
Best venue rank
C
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | VISIGRAPP | Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. | Rafael H. de O. Carvalho, Adriano Barbosa-Silva, Alessandro Santana Martins, Srgio V. Cardoso, Guilherme Freire Roberto, Paulo Rogrio de Faria, Adriano M. Loyola, Thana A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento |
| 2024 | VISIGRAPP | Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images. | Thales R. S. Lopes, Guilherme Freire Roberto, Carlos Soares, Thana A. A. Tosta, Adriano Barbosa-Silva, Adriano M. Loyola, Srgio V. Cardoso, Paulo Rogrio de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves |
| 2023 | CBMS | Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. | Danilo Cesar Pereira, Leonardo C. Longo, Thana A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento |
| 2023 | CIARP | Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. | Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thana A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento |
| 2023 | CIARP | Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. | Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Alessandra Lumini |
| 2019 | CIARP | A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. | Daniela F. Taino, Matheus Gonalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thana A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves |