Paulo Rogério de Faria

39 papers B 5C 2Journal 22Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification.
Biomed. Signal Process. Control.
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
2025 B conf
CNN Ensembles for Nuclei Instance Segmentation in OED Histological Images.
CBMS
Adriano Barbosa-Silva, Jose E. B. Apumayta, Thaína A. A. Tosta, Alessandro Santana Martins, Domingos Lucas Latorre de Oliveira, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2025 B conf
Color Normalization by Dictionary Learning with Nuclear Segmentation Evaluation in H&E Histological Images.
CBMS
André Fernando Quaresma da Silva, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta
2024 — conf
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images.
VISIGRAPP (2): VISAPP
Thales R. S. Lopes, Guilherme Freire Roberto, Carlos Soares, Thaína A. A. Tosta, Adriano Barbosa-Silva, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2024 J jnl
Classification of Multiple H&E Images via an Ensemble Computational Scheme.
Entropy
Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína A. A. Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2024 — conf
Ensemble of Semantic Segmentation Models for Oral Epithelial Dysplasia Images.
SIBGRAPI
Adriano Barbosa-Silva, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2024 J jnl
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images.
Pattern Anal. Appl.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
2024 J jnl
Exploring DeepDream and XAI Representations for Classifying Histological Images.
SN Comput. Sci.
João Manoel Cardoso Martinez, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento
2024 — conf
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral.
VISIGRAPP (3): VISAPP
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
2024 — conf
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks.
VISIGRAPP (3): VISAPP
Rafael H. de O. Carvalho, Adriano Barbosa-Silva, Alessandro Santana Martins, Sérgio V. Cardoso, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2024 J jnl
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification.
J. Imaging Inform. Medicine
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Adriano M. Loyola, Sérgio V. Cardoso, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2023 J jnl
A stain color normalization with robust dictionary learning for breast cancer histological images processing.
Biomed. Signal Process. Control.
Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2023 B conf
CNN Ensembles for Nuclei Segmentation on Histological Images of OED.
CBMS
Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Alessandra Lumini, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2023 — conf
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers.
ICEIS (1)
Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo
2023 J jnl
Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset.
CoRR
Dalí F. D. dos Santos, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2023 J jnl
Influence of Data Augmentation Strategies on the Segmentation of Oral Histological Images Using Fully Convolutional Neural Networks.
J. Digit. Imaging
Dalí F. D. dos Santos, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2022 — conf
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading.
SIBGRAPI
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
2022 — conf
Classification of H&E images exploring ensemble learning with two-stage feature selection.
IWSSIP
Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Adriano Barbosa-Silva, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2022 — conf
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization.
SIBGRAPI
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
2022 J jnl
Classification of non-Hodgkin lymphomas based on sample entropy signatures.
Expert Syst. Appl.
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2022 J jnl
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections.
Expert Syst. Appl.
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves, João Paulo Silva Servato, Marcelo Sivieri de Araújo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2022 J jnl
Percolation Features: An approach for evaluating fractal properties in colour images.
Softw. Impacts
Guilherme Freire Roberto, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2022 J jnl
Sample Entropy Signatures: A new way to interpret SampEn values.
Softw. Impacts
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2021 J jnl
A Hermite polynomial algorithm for detection of lesions in lymphoma images.
Pattern Anal. Appl.
Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Leonardo C. Longo, Adriano Barbosa-Silva, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento
2021 J jnl
Automated detection of tumor regions from oral histological whole slide images using fully convolutional neural networks.
Biomed. Signal Process. Control.
Dalí F. D. dos Santos, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2021 J jnl
Evaluation of statistical and Haralick texture features for lymphoma histological images classification.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2020 — conf
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN.
IWSSIP
Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2020 — conf
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization.
BIBM
Adriano Barbosa-Silva, Dalí F. D. dos Santos, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves, Bruno A. N. Travençolo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2019 C conf
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks.
CIARP
Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2019 J jnl
Classification of breast and colorectal tumors based on percolation of color normalized images.
Comput. Graph.
Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves
2019 J jnl
Color normalization of faded H&E-stained histological images using spectral matching.
Comput. Biol. Medicine
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019 C conf
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images.
CIARP
Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento
2019 J jnl
Computational normalization of H&E-stained histological images: Progress, challenges and future potential.
Artif. Intell. Medicine
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019 J jnl
Unsupervised method for normalization of hematoxylin-eosin stain in histological images.
Comput. Medical Imaging Graph.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, João Paulo Silva Servato, Leandro Alves Neves, Guilherme Freire Roberto, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2018 B conf
Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm.
EvoApplications
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2018 J jnl
Using wavelet sub-band and fuzzy 2-partition entropy to segment chronic lymphocytic leukemia images.
Appl. Soft Comput.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Valério Ramos Batista, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2017 B conf
Application of Evolutionary Algorithms on Unsupervised Segmentation of Lymphoma Histological Images.
CBMS
Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Paulo Rogério de Faria, Leandro Alves Neves
2017 J jnl
Computational method for unsupervised segmentation of lymphoma histological images based on fuzzy 3-partition entropy and genetic algorithm.
Expert Syst. Appl.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2017 J jnl
Features based on the percolation theory for quantification of non-Hodgkin lymphomas.
Comput. Biol. Medicine
Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo C. Longo, Alessandro Santana Martins, Paulo Rogério de Faria