Diego Bertolini

According to our database, Diego Bertolini authored at least 35 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Triplet dissimilarity: a texture classification approach using dissimilarity and siamese networks.

Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa

Soft Comput., June, 2025

A Database for Automatic Identification of Herbarium Specimens in Piperaceae Family.

Alexandre Yuji Kajihara, George Azevedo de Queiroz, Marcelo Galeazzi Caxambu, Luiz Eduardo Soares de Oliveira, Diego Bertolini, André Luís Schwerz

Dataset, January, 2025

Improving open set recognition with dissimilarity-based metric learning.

Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa

Knowl. Based Syst., 2025

Contrastive Dissimilarity for Writer Identification: a proof of concept.

Fabio Pignelli, Lucas O. Teixeira, Diego Bertolini, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa

Proceedings of the 32nd International Conference on Systems, Signals and Image Processing, 2025

2024

Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets.

Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa

Neural Comput. Appl., November, 2024

A Database for Soybean Seed Classification.

Gabriel M. L. Pereira, Juliano Henrique Foleiss, Alceu de Souza Brito, Diego Bertolini

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

2023

Acoustic Scene Classification by Linear Projections for Dimensionality Reduction.

M. V. Golom, Juliano Henrique Foleiss, Yandre M. G. Costa, R. A. Gonçalves, Diego Bertolini

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Labor Accidents Classification Using Machine Learning.

Enádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

2022

COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers.

Yandre M. G. Costa, Sergio A. Da Silva Junior, Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Alceu S. Britto Jr., Luiz S. Oliveira, George D. C. Cavalcanti

Sensors, 2022

A multimodal approach for multi-label movie genre classification.

Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa

Multim. Tools Appl., 2022

Identification of herbarium specimens: a case study with Piperaceae Giseke family.

Alexandre Yuji Kajihara, Diego Bertolini, André Luís Schwerz

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

2021

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images.

Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa

Sensors, 2021

Document Filter for Writer Identification.

Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini

Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Data Augmentation for Writer Identification Using a Cognitive Inspired Model.

Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Japanese Kana and Brazilian Portuguese Manuscript Database.

Luiz Fellipe Machi Pereira, Fabio Pinhelli, Edson M. A. Cizeski, Flávio R. Uber, Diego Bertolini, Yandre M. G. Costa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

An Evaluation of Segmentation Techniques for Covid-19 Identification in Chest X-Ray.

Arthur Rodrigues Batista, Diego Bertolini, Yandre M. G. Costa, Luiz Fellipe Machi Pereira, Rodolfo Miranda Pereira, Lucas O. Teixeira

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images.

Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, Yandre M. G. Costa

CoRR, 2020

Single-sample writers - "Document Filter" and their impacts on writer identification.

Fabio Pinhelli, Alceu de Souza Britto Jr., Luiz S. Oliveira, Yandre M. G. Costa, Diego Bertolini

CoRR, 2020

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios.

Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa

Comput. Methods Programs Biomed., 2020

The dissimilarity approach: a review.

Yandre M. G. Costa, Diego Bertolini, Alceu S. Britto Jr., George D. C. Cavalcanti, Luiz E. S. Oliveira

Artif. Intell. Rev., 2020

2019

Offline Handwritten Script Recognition Based on Texture Descriptors.

Marcos Roberto e Souza, Diego Bertolini, Hélio Pedrini, Yandre M. G. Costa

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources.

Max N. Roecker, Yandre M. G. Costa, Alceu S. Britto Jr., Luiz E. S. Oliveira, Diego Bertolini

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Representation Learning and Dissimilarity for Writer Identification.

Lucas Georges Helal, Diego Bertolini, Yandre M. G. Costa, George D. C. Cavalcanti, Alceu S. Britto Jr., Luiz E. S. Oliveira

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

2018

Bird species identification using spectrogram and dissimilarity approach.

Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini, Luiz E. S. Oliveira

Ecol. Informatics, 2018

A Dataset for Electromyography-Based Dactylology Recognition.

Andre Kawamoto, Diego Bertolini, Maisa Barreto

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms.

Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017

Off-line writer identification using handcrafted features versus ConvNets.

Lucas Georges Helal, Yandre Maldonado e Gomes da Costa, Gomes da Costa, Diego Bertolini Goncalves, Gustavo Zanoni Felipe

Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017

Knowledge Transfer for Writer Identification.

Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas Georges Helal

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Music genre classification using visual features with feature selection.

Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Multi-script writer identification using dissimilarity.

Diego Bertolini, Luiz S. Oliveira, Robert Sabourin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Improving Writer Identification Through Writer Selection.

Diego Bertolini, Luiz S. Oliveira, Robert Sabourin

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries.

Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Texture-based descriptors for writer identification and verification.

Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin

Expert Syst. Appl., 2013

2010

Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers.

Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin

Pattern Recognit., 2010

2008

Ensemble of classifiers for off-line signature verification.

Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin

Proceedings of the IEEE International Conference on Systems, 2008