Alberto Ferreira de Souza
Orcid: 0000-0003-1561-8447
According to our database1,
Alberto Ferreira de Souza
authored at least 99 papers
between 1991 and 2022.
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Bibliography
2022
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents.
Pattern Recognit. Lett., 2022
Mach. Vis. Appl., 2022
Expert Syst. Appl., 2022
A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
IEEE Trans. Intell. Transp. Syst., 2021
Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models?
Pattern Recognit., 2021
What is the best grid-map for self-driving cars localization? An evaluation under diverse types of illumination, traffic, and environment.
Expert Syst. Appl., 2021
Deep traffic light detection by overlaying synthetic context on arbitrary natural images.
Comput. Graph., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 18th International Conference on Informatics in Control, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
2020
Pattern Recognit., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Cogn. Syst. Res., 2019
Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames.
Comput. Graph., 2019
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Nonfatigating Brain-Computer Interface Based on SSVEP and ERD to Command an Autonomous Car.
Adv. Data Sci. Adapt. Anal., 2018
A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Analysing rotation-invariance of a log-polar transformation in convolutional neural networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Obtaining evidence of learning in digital games through a deep learning neural network to classify facial expressions of the players.
Proceedings of the IEEE Frontiers in Education Conference, 2018
2017
Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order.
Pattern Recognit., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach.
Comput. Graph., 2017
Following the leader using a tracking system based on pre-trained deep neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Neural-based model predictive control for tackling steering delays of autonomous cars.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
2016
A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-and-Place.
IEEE Robotics Autom. Lett., 2016
A Computational Geometry Approach for Localization and Tracking in GPS-denied Environments.
J. Field Robotics, 2016
Expert Syst. Appl., 2016
A light-weight yet accurate localization system for autonomous cars in large-scale and complex environments.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Sequential appearance-based Global Localization using an ensemble of kNN-DTW classifiers.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016
Evaluating end-effector modalities for warehouse picking: A vacuum gripper vs a 3-finger underactuated hand.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016
2015
Re-emission and satellite aerial maps applied to vehicle localization on urban environments.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Image-based mapping, global localization and position tracking using VG-RAM weightless neural networks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014
2013
Proceedings of WHPCF'13: 6th Workshop on High Performance Computational Finance, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Real-time road surface mapping using stereo matching, v-disparity and machine learning.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2012
Fast learning and predicting of stock returns with virtual generalized random access memory weightless neural networks.
Concurr. Comput. Pract. Exp., 2012
Evaluation of Two Parallel Finite Element Implementations of the Time-Dependent Advection Diffusion Problem: GPU versus Cluster Considering Time and Energy Consumption.
Proceedings of the High Performance Computing for Computational Science, 2012
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
2010
Proceedings of the 22st International Symposium on Computer Architecture and High Performance Computing, 2010
Proceedings of the Neural Information Processing. Models and Applications, 2010
2009
Neurocomputing, 2009
Neurocomputing, 2009
2008
Introduction to the Special Issue on the 18th International Symposium on Computer Architecture and High Performance Computing.
Int. J. Parallel Program., 2008
Int. J. Parallel Program., 2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Hardware Supported Synchronization Primitives for Clusters.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
A Comparison between a KNN Based Approach and a PNN Algorithm for a Multi-label Classification Problem.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Artificial Neural Networks, 2008
2007
Automated Free Text Classification of Economic Activities Using VG-RAM Weightless Neural Networks.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
2006
Proceedings of the 18th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2006), 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
2003
Finite Difference Simulations of the Navier-Stokes Equations Using Parallel Distributed Computing.
Proceedings of the 15th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2003), 2003
2000
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
1999
PhD thesis, 1999
Dynamically Scheduling the Trace Produced During Program Execution into VLIW Instructions.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999
Effect of Multicycle Intructions on the Integer Performance of the Dynamixcally Trace Scheduled VLIW Architecture.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999
1998
Proceedings of the High-Performance Computing and Networking, 1998
1997
On the balance of VLIW architectures.
J. Syst. Archit., 1997
1991
Microprocessing and Microprogramming, 1991