Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. - Rodrigo Ferreira Berriel; Lucas Tabelini Torres; Vinicius B. Cardoso; Ranik Guidolini; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (IJCNN, 2018)

Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. - Lucas Tabelini Torres; Thiago M. Paixão; Rodrigo Ferreira Berriel; Alberto F. De Souza; Claudine Badue; Nicu Sebe; Thiago Oliveira-Santos (IJCNN, 2019)

PolyLaneNet: Lane Estimation via Deep Polynomial Regression. - Lucas Tabelini Torres; Rodrigo Ferreira Berriel; Thiago M. Paixão; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (ICPR, 2020)

Keep your Eyes on the Lane: Attention-guided Lane Detection. - Lucas Tabelini Torres; Rodrigo Ferreira Berriel; Thiago M. Paixão; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (CoRR, 2020)

Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. - Lucas Tabelini Torres; Rodrigo Ferreira Berriel; Thiago M. Paixão; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (CVPR, 2021)

Deep traffic light detection by overlaying synthetic context on arbitrary natural images. - 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 (Comput. Graph., 2021)

Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. - Lucas Tabelini Torres; Rodrigo Ferreira Berriel; Alberto F. De Souza; Claudine Badue; Thiago Oliveira-Santos (IJCNN, 2022)

Deep traffic sign detection and recognition without target domain real images. - Lucas Tabelini Torres; Rodrigo Ferreira Berriel; Thiago M. Paixão; Alberto F. De Souza; Claudine Badue; Nicu Sebe; Thiago Oliveira-Santos (Mach. Vis. Appl., 2022)