Rodrigo Ferreira Berriel

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 49

Top Topics

Polynomial Regression

Top Venues

Publications

Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) (2023)
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR (2023)
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning. CoRR (2022)
Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. 192 (2022)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. 33 (3) (2022)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. IJCNN (2022)
Letícia C. Navarro, Lucas L. Amorim, Rodrigo Ferreira Berriel, Thiago M. Paixão, Vinicius Rampinelli, Luiz A. Wasem, Lucas Quaresma, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study. SIBGRAPI (2022)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. 164 (2022)
Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? CoRR (2021)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. CVPR (2021)
Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Deep Learning-based Type Identification of Volumetric MRI Sequences. CoRR (2021)
Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models? Pattern Recognit. 113 (2021)
Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 94 (2021)
Claudine Badue, Rânik Guidolini, Raphael Vivacqua Carneiro, Pedro Azevedo, Vinicius B. Cardoso, Avelino Forechi, Luan F. R. Jesus, Rodrigo Ferreira Berriel, Thiago M. Paixão, Filipe Wall Mutz, Lucas de Paula Veronese, Thiago Oliveira-Santos, Alberto F. De Souza
Self-driving cars: A survey. Expert Syst. Appl. 165 (2021)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR (2020)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Keep your Eyes on the Lane: Attention-guided Lane Detection. CoRR (2020)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. 107 (2020)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
PolyLaneNet: Lane Estimation via Deep Polynomial Regression. CoRR (2020)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
PolyLaneNet: Lane Estimation via Deep Polynomial Regression. ICPR (2020)
Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto Ferreira de Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. CoRR (2020)
Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
Product Categorization by Title Using Deep Neural Networks as Feature Extractor. IJCNN (2020)
Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR (2020)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR (2020)
Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Deep Learning-based Type Identification of Volumetric MRI Sequences. ICPR (2020)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR (2020)
Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. CoRR (2019)
Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. CoRR (2019)
Claudine Badue, Ranik Guidolini, Raphael Vivacqua Carneiro, Pedro Azevedo, Vinicius Brito Cardoso, Avelino Forechi, Luan Ferreira Reis Jesus, Rodrigo Ferreira Berriel, Thiago Meireles Paixão, Filipe Wall Mutz, Thiago Oliveira-Santos, Alberto Ferreira de Souza
Self-Driving Cars: A Survey. CoRR (2019)
Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN (2019)
Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
Budget-Aware Adapters for Multi-Domain Learning. ICCV (2019)
Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. CoRR (2019)
Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
Budget-Aware Adapters for Multi-Domain Learning. CoRR (2019)
Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN (2019)
Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. IJCNN (2019)
Renan Sarcinelli, Rânik Guidolini, Vinicius B. Cardoso, Thiago M. Paixão, Rodrigo Ferreira Berriel, Pedro Azevedo, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames. Comput. Graph. 84 (2019)
Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos
Ego-Lane Analysis System (ELAS): Dataset and Algorithms. CoRR (2018)
Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. IJCNN (2018)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents. SIBGRAPI (2018)
Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. IJCNN (2018)
Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach. CoRR (2018)
Rodrigo Ferreira Berriel, Thiago Meireles Paixão, Ivo Nicchio, Thiago Oliveira-Santos
Controlling First-Person Character Movement: A Low-Cost Camera-based Tracking Alternative for Virtual Reality. SBGames (2018)
Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. CoRR (2018)
Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach. Comput. Graph. 68 (2017)
Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto F. De Souza, Thiago Oliveira-Santos
Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification. IEEE Geosci. Remote. Sens. Lett. 14 (9) (2017)
Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alexandre Rodrigues, Flávio Miguel Varejão, Thiago Oliveira-Santos
Monthly energy consumption forecast: A deep learning approach. IJCNN (2017)
Marcus Vinicius Zavarez, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos
Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network. SIBGRAPI (2017)
Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification. CoRR (2017)
Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Ego-Lane Analysis System (ELAS): Dataset and algorithms. Image Vis. Comput. 68 (2017)
Rodrigo Ferreira Berriel, Edilson de Aguiar, Vanderlei Vieira de Souza Filho, Thiago Oliveira-Santos
A Particle Filter-Based Lane Marker Tracking Approach Using a Cubic Spline Model. SIBGRAPI (2015)