Thiago Oliveira-Santos
Orcid: 0000-0001-7607-635X
According to our database1,
Thiago Oliveira-Santos
authored at least 96 papers
between 2005 and 2025.
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Bibliography
2025
Eng. Appl. Artif. Intell., 2025
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration.
Knowl. Based Syst., 2024
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection.
Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024
Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Integrating Pretrained CNNs with One-Class Classifiers for Fault-Agnostic Electrical Submersible Pumps Anomaly Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024
A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video.
Proceedings of the International Joint Conference on Neural Networks, 2024
Few-Shot Copycat: Improving Performance of Black-Box Attack with Random Natural Images and Few Examples of Problem Domain.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
2023
Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis.
Expert Syst. Appl., 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
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
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 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
Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals.
Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 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 34th SIBGRAPI Conference on Graphics, Patterns and Images, 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
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
Exploring Character Shapes for Unsupervised Reconstruction of Strip-Shredded Text Documents.
IEEE Trans. Inf. Forensics Secur., 2019
Eng. Appl. Artif. Intell., 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
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Combining classifiers with decision templates for automatic fault diagnosis of electrical submersible pumps.
Integr. Comput. Aided Eng., 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
Controlling First-Person Character Movement: A Low-Cost Camera-based Tracking Alternative for Virtual Reality.
Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car.
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
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
Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Binary feature selection classifier ensemble for fault diagnosis of submersible motor pump.
Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017
Kernel and random extreme learning machine applied to submersible motor pump fault diagnosis.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
2016
Expert Syst. Appl., 2016
Proceedings of the XVIII Symposium on Virtual and Augmented Reality, 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 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
Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
2015
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 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 27th SIBGRAPI Conference on Graphics, Patterns and Images, 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
2012
Evaluation of a portable image overlay projector for the visualisation of surgical navigation data: phantom studies.
Int. J. Comput. Assist. Radiol. Surg., 2012
2011
IEEE Trans. Biomed. Eng., 2011
Augmented Reality Image Overlay Projection for Image Guided Open Liver Ablation of Metastatic Liver Cancer.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011
Passive Single Marker Tracking for Organ Motion and Deformation Detection in Open Liver Surgery.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
2010
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010
2005
J. Comput. Chem., 2005