Danilo Cesar Pereira

According to our database, Danilo Cesar Pereira authored at least 10 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification.

Danilo Cesar Pereira, Adriano Barbosa-Silva, Leonardo Henrique Da Costa Longo, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento

Biomed. Signal Process. Control., 2026

2025

Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images.

Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Pattern Recognit. Lett., 2025

2024

Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral.

Vitor B. L. Fernandes, Adriano Barbosa-Silva, Danilo Cesar Pereira, Sérgio V. Cardoso, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

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, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

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.

Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Classification of lymphomas images with polynomial strategy: An application with Ridge regularization.

Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading.

Adriano Barbosa-Silva, Cléber I. De Oliveira, Danilo Cesar Pereira, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2017

A novel constructive algorithm for CANet.

Danilo Cesar Pereira, Bruno J. T. Fernandes

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2014

Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm.

Danilo Cesar Pereira, Rodrigo Pereira Ramos, Marcelo Zanchetta do Nascimento

Comput. Methods Programs Biomed., 2014

2012

Texture extraction: An evaluation of ridgelet, wavelet and co-occurrence based methods applied to mammograms.

Rodrigo Pereira Ramos, Marcelo Zanchetta do Nascimento, Danilo Cesar Pereira

Expert Syst. Appl., 2012