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Rodrigo Berriel
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Year
Self-driving cars: A survey
C Badue, R Guidolini, RV Carneiro, P Azevedo, VB Cardoso, A Forechi, ...
Expert Systems With Applications, 2019
10182019
Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection
L Tabelini, R Berriel, TM Paixão, C Badue, AF De Souza, ...
CVPR'21, 2021
2732021
PolyLaneNet: Lane Estimation via Deep Polynomial Regression
L Tabelini, R Berriel, TM Paixão, C Badue, AF De Souza, ...
ICPR'20, 2021
2252021
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data
JR Correia-Silva, RF Berriel, C Badue, AF de Souza, T Oliveira-Santos
IJCNN'18, 2018
1712018
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night
VF Arruda, TM Paixão, RF Berriel, AF De Souza, C Badue, N Sebe, ...
IJCNN'19, 2019
1122019
Monthly energy consumption forecast: A deep learning approach
RF Berriel, AT Lopes, A Rodrigues, FM Varejao, T Oliveira-Santos
IJCNN'17, 2017
1082017
Cross-database facial expression recognition based on fine-tuned deep convolutional network
MV Zavarez, RF Berriel, T Oliveira-Santos
SIBGRAPI'17, 2017
902017
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars
LC Possatti, R Guidolini, VB Cardoso, RF Berriel, TM Paixão, C Badue, ...
IJCNN'19, 2019
742019
Deep learning-based large-scale automatic satellite crosswalk classification
RF Berriel, AT Lopes, AF De Souza, T Oliveira-Santos
IEEE Geoscience and Remote Sensing Letters 14 (9), 1513-1517, 2017
662017
Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach
RF Berriel, FS Rossi, AF de Souza, T Oliveira-Santos
Computers & Graphics 68, 32-42, 2017
582017
Ego-Lane Analysis System (ELAS): Dataset and Algorithms
RF Berriel, E de Aguiar, AF De Souza, T Oliveira-Santos
Image and Vision Computing 68, 64-75, 2017
552017
Budget-Aware Adapters for Multi-Domain Learning
R Berriel, S Lathuilière, M Nabi, T Klein, T Oliveira-Santos, N Sebe, ...
ICCV'19, 2019
422019
Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames
R Sarcinelli, R Guidolini, VB Cardoso, TM Paixão, RF Berriel, P Azevedo, ...
Computers & Graphics 84, 173-184, 2019
262019
A particle filter-based lane marker tracking approach using a cubic spline model
RF Berriel, E de Aguiar, VV de Souza Filho, T Oliveira-Santos
SIBGRAPI'15, 2015
222015
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images
LT Torres, TM Paixão, RF Berriel, AF De Souza, C Badue, N Sebe, ...
IJCNN'19, 2019
192019
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents
TM Paixão, RF Berriel, MCS Boeres, AL Koerich, C Badue, AF De Souza, ...
Pattern Recognition, 2020
172020
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning
TM Paixão, R Berriel, MCS Boeres, AL Koerich, C Badue, AF De Souza, ...
CVPR'20, 2020
112020
Cross-domain object detection using unsupervised image translation
VF Arruda, RF Berriel, TM Paixão, C Badue, AF De Souza, N Sebe, ...
Expert Systems with Applications 192, 116334, 2022
102022
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models?
JR Correia-Silva, RF Berriel, C Badue, AF De Souza, T Oliveira-Santos
Pattern Recognition, 2021
102021
Deep traffic light detection by overlaying synthetic context on arbitrary natural images
JPV de Mello, L Tabelini, RF Berriel, TM Paixao, AF De Souza, C Badue, ...
Computers & Graphics 94, 76-86, 2021
102021
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