Thiago M. Paixão

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 29

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Publications

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)
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)
Jairo Lucas de Moraes, Jorcy de Oliveira Neto, Jacson Rodrigues Correia da Silva, Thiago M. Paixão, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. ICANN (2) (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)
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)
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)
Thiago M. Paixão, Maria C. S. Boeres, Cinthia O. A. Freitas, Thiago Oliveira-Santos
Exploring Character Shapes for Unsupervised Reconstruction of Strip-Shredded Text Documents. IEEE Trans. Inf. Forensics Secur. 14 (7) (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)
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)
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)