Alberto Ferreira De Souza
Alberto Ferreira De Souza
Professor Emeritus of Computer Science, Universidade Federal do Espírito Santo, Brazil
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Self-driving cars: A survey
C Badue, R Guidolini, RV Carneiro, P Azevedo, VB Cardoso, A Forechi, ...
Expert systems with applications 165, 113816, 2021
Facial expression recognition with convolutional neural networks: coping with few data and the training sample order
AT Lopes, E De Aguiar, AF De Souza, T Oliveira-Santos
Pattern recognition 61, 610-628, 2017
Keep your eyes on the lane: Real-time attention-guided lane detection
L Tabelini, R Berriel, TM Paixao, C Badue, AF De Souza, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
Polylanenet: Lane estimation via deep polynomial regression
L Tabelini, R Berriel, TM Paixao, C Badue, AF De Souza, ...
2020 25th International Conference on Pattern Recognition (ICPR), 6150-6156, 2021
Prediction-based portfolio optimization model using neural networks
FD Freitas, AF De Souza, AR De Almeida
Neurocomputing 72 (10-12), 2155-2170, 2009
A dataset for improved rgbd-based object detection and pose estimation for warehouse pick-and-place
C Rennie, R Shome, KE Bekris, AF De Souza
IEEE Robotics and Automation Letters 1 (2), 1179-1185, 2016
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
2018 International joint conference on neural networks (IJCNN), 1-8, 2018
Cross-domain car detection using unsupervised image-to-image translation: From day to night
VF Arruda, TM Paixao, RF Berriel, AF De Souza, C Badue, N Sebe, ...
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
Large-scale mapping in complex field scenarios using an autonomous car
F Mutz, LP Veronese, T Oliveira-Santos, E De Aguiar, FAA Cheein, ...
Expert Systems with Applications 46, 439-462, 2016
Traffic light recognition using deep learning and prior maps for autonomous cars
LC Possatti, R Guidolini, VB Cardoso, RF Berriel, TM Paixão, C Badue, ...
2019 international joint conference on neural networks (IJCNN), 1-8, 2019
Automated multi-label text categorization with VG-RAM weightless neural networks
AF De Souza, F Pedroni, E Oliveira, PM Ciarelli, WF Henrique, ...
Neurocomputing 72 (10-12), 2209-2217, 2009
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
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
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
A model-predictive motion planner for the iara autonomous car
V Cardoso, J Oliveira, T Teixeira, C Badue, F Mutz, T Oliveira-Santos, ...
2017 IEEE international conference on robotics and automation (ICRA), 225-230, 2017
A light-weight yet accurate localization system for autonomous cars in large-scale and complex environments
LDP Veronese, J Guivant, FAA Cheein, T Oliveira-Santos, F Mutz, ...
2016 IEEE 19th international conference on intelligent transportation …, 2016
Multi-label text categorization using a probabilistic neural network
PM Ciarelli, E Oliveira, C Badue, AF De Souza
International Journal of Computer Information Systems and Industrial …, 2009
Re-emission and satellite aerial maps applied to vehicle localization on urban environments
LDP Veronese, E De Aguiar, RC Nascimento, J Guivant, FAA Cheein, ...
2015 IEEE/RSJ international conference on intelligent robots and systems …, 2015
Dynamically scheduling VLIW instructions
AF de Souza, P Rounce
Journal of Parallel and Distributed Computing 60 (12), 1480-1511, 2000
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
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