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ORCIDRodrigo Ferreira Berriel
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Journal Articles
- 2022
[j11]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: 116334 (2022)- [j10]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): 50 (2022) - [j9]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: 1-8 (2022) - 2021
- [j8]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: 76-86 (2021) - [j7]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: 113816 (2021) - [j6]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: 107830 (2021) - 2020
- [j5]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: 107535 (2020) - 2019
- [j4]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: 173-184 (2019) - 2017
- [j3]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: 32-42 (2017) - [j2]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: 64-75 (2017) - [j1]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): 1513-1517 (2017)
Conference and Workshop Papers
- 2023
- [c19]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) 2023: 477-489 - 2022
- [c18]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: 1-7 - [c17]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: 192-197 - 2021
- [c16]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: 294-302 - 2020
- [c15]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: 14331-14339 - [c14]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: 5674-5681 - [c13]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: 6150-6156 - [c12]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: 1-7 - 2019
- [c11]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: 382-391 - [c10]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: 1-8 - [c9]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: 1-8 - [c8]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: 1-7 - 2018
- [c7]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: 1-8 - [c6]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: 1-8 - [c5]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: 67-74 - [c4]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: 87-94 - 2017
- [c3]Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alexandre Rodrigues, Flávio Miguel Varejão, Thiago Oliveira-Santos:
Monthly energy consumption forecast: A deep learning approach. IJCNN 2017: 4283-4290 - [c2]Marcus Vinicius Zavarez, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos:
Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network. SIBGRAPI 2017: 405-412 - 2015
- [c1]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: 149-156
Informal and Other Publications
- 2023
- [i19]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR abs/2309.11464 (2023) - 2022
- [i18]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 abs/2210.08101 (2022) - 2021
- [i17]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 abs/2101.08717 (2021) - [i16]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 abs/2106.03208 (2021) - 2020
- [i15]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 abs/2003.10063 (2020) - [i14]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 abs/2004.10924 (2020) - [i13]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 abs/2007.00779 (2020) - [i12]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 abs/2008.00962 (2020) - [i11]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 abs/2010.12035 (2020) - [i10]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 abs/2011.03841 (2020) - 2019
- [i9]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 abs/1901.04407 (2019) - [i8]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. CoRR abs/1905.06242 (2019) - [i7]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 abs/1906.11886 (2019) - [i6]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 abs/1907.08719 (2019) - [i5]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 abs/1907.09679 (2019) - 2018
- [i4]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 abs/1805.11970 (2018) - [i3]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 abs/1806.05476 (2018) - [i2]Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos:
Ego-Lane Analysis System (ELAS): Dataset and Algorithms. CoRR abs/1806.05984 (2018) - 2017
- [i1]Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification. CoRR abs/1706.09302 (2017)
Coauthor Index
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