Rodrigo Ferreira Berriel

51 papers A* 3B 10Journal 32Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Domain Object Detection Using Unsupervised Image Translation. CoRR Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2025	J	`jnl`	Budget-aware pruning: Handling multiple domains with less parameters. Pattern Recognit. Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2023	—	`conf`	Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2023	J	`jnl`	Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2022	J	`jnl`	A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2022	J	`jnl`	Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2022	J	`jnl`	Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2022	B	`conf`	Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. IJCNN Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2022	J	`jnl`	Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning. CoRR Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2022	—	`conf`	Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study. SIBGRAPI 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
2021	J	`jnl`	Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? CoRR Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models? Pattern Recognit. Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep Learning-based Type Identification of Volumetric MRI Sequences. CoRR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 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
2021	A*	`conf`	Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. CVPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Self-driving cars: A survey. Expert Syst. Appl. 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
2020	B	`conf`	Deep Learning-based Type Identification of Volumetric MRI Sequences. ICPR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2020	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. CoRR 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
2020	A*	`conf`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Keep your Eyes on the Lane: Attention-guided Lane Detection. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. ICPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Product Categorization by Title Using Deep Neural Networks as Feature Extractor. IJCNN Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2019	A*	`conf`	Budget-Aware Adapters for Multi-Domain Learning. ICCV Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
2019	J	`jnl`	Budget-Aware Adapters for Multi-Domain Learning. CoRR Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
2019	B	`conf`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. CoRR Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	B	`conf`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. CoRR Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames. Comput. Graph. Renan Sarcinelli, Rânik Guidolini, Vinicius B. Cardoso, Thiago M. Paixão, Rodrigo Ferreira Berriel, Pedro Azevedo, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2019	J	`jnl`	Self-Driving Cars: A Survey. CoRR 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
2019	B	`conf`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. IJCNN Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2019	J	`jnl`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. CoRR Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	—	`conf`	A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents. SIBGRAPI Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach. CoRR Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2018	—	`conf`	Controlling First-Person Character Movement: A Low-Cost Camera-based Tracking Alternative for Virtual Reality. SBGames Rodrigo Ferreira Berriel, Thiago Meireles Paixão, Ivo Nicchio, Thiago Oliveira-Santos
2018	B	`conf`	Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. IJCNN Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. CoRR Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Ego-Lane Analysis System (ELAS): Dataset and Algorithms. CoRR Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos
2018	B	`conf`	Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. IJCNN Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach. Comput. Graph. Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2017	—	`conf`	Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network. SIBGRAPI Marcus Vinicius Zavarez, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos
2017	J	`jnl`	Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification. CoRR Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification. IEEE Geosci. Remote. Sens. Lett. Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto F. De Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Ego-Lane Analysis System (ELAS): Dataset and algorithms. Image Vis. Comput. Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2017	B	`conf`	Monthly energy consumption forecast: A deep learning approach. IJCNN Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alexandre Rodrigues, Flávio Miguel Varejão, Thiago Oliveira-Santos
2015	—	`conf`	A Particle Filter-Based Lane Marker Tracking Approach Using a Cubic Spline Model. SIBGRAPI Rodrigo Ferreira Berriel, Edilson de Aguiar, Vanderlei Vieira de Souza Filho, Thiago Oliveira-Santos