Thiago Oliveira-Santos

127 papers A* 5A 2B 35C 2Journal 59Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Domain Object Detection Using Unsupervised Image Translation. CoRR Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2026	J	`jnl`	Exploring label correlations using decision templates for ensemble of classifier chains. CoRR Victor Freitas Rocha, Alexandre L. Rodrigues, Thiago Oliveira-Santos, Flávio Miguel Varejão
2025	J	`jnl`	A machine learning approach for intra- and inter-cast hot metal temperature forecasting. Comput. Chem. Eng. Thiago M. Paixão, Sérgio Silva Mucciaccia, Letícia C. Navarro, Filipe Mutz, Vinicius Rampinelli, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2025	B	`conf`	Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions. COLING Sérgio Silva Mucciaccia, Thiago Meireles Paixão, Filipe Wall Mutz, Claudine Santos Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2025	J	`jnl`	Blast furnace control by hierarchical similarity search in historical data. Eng. Appl. Artif. Intell. Lucas L. Amorim, Filipe Wall Mutz, Thiago M. Paixão, Vinicius Rampinelli, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2025	J	`jnl`	Budget-aware pruning: Handling multiple domains with less parameters. Pattern Recognit. Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2025	B	`conf`	Decision-Making Algorithm Based on Multiple Context-Aware Agents for Human-Robot Interaction. IJCNN Elio D. Triana R., Guilherme G. Zanetti, Ricardo C. de Mello, Mario F. Jiménez, Thiago Oliveira-Santos, Anselmo Frizera
2025	J	`jnl`	Electrical submersible pump fault diagnosis based on 2D transformation of vibration signals and transfer learning of image classification networks. Neural Comput. Appl. Luciano Henrique Peixoto da Silva, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos
2025	B	`conf`	Integrating Neural Language Models in Clinical Practice: A Case Study on Chronic Kidney Disease Consultations. IJCNN Victor Nascimento Neves, Claudine Badue, Joao Felipe Gobeti Calenzani, Lucas Thom Ramos, Thiago Oliveira-Santos, Alberto F. De Souza
2025	J	`jnl`	Pt-HotpotQA: Evaluating Multi-Hop Question Answering on Original and Portuguese-translated Datasets Using LLMs. J. Braz. Comput. Soc. Sérgio Silva Mucciaccia, Thiago M. Paixão, Filipe Mutz, Alberto F. De Souza, Claudine Santos Badue, Thiago Oliveira-Santos
2025	J	`jnl`	RagPharma: A RAG-Based Chatbot for Medicine Leaflets with a Dual-Dataset Evaluation Framework. J. Braz. Comput. Soc. Letícia C. Navarro, Filipe Mutz, Thiago M. Paixão, Guilherme G. Zanetti, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2025	J	`jnl`	TransConv: a lightweight architecture based on transformers and convolutional neural networks for adenocarcinoma and Barrett's esophagus identification. Neural Comput. Appl. Luis Antônio de Souza, André G. C. Pacheco, Alberto F. De Souza, Thiago Oliveira-Santos, Claudine Badue, Christoph Palm, João Paulo Papa
2025	—	`conf`	Unified-Copycat: Unifying Heterogeneous Classifiers Using Non Problem Domain Data. SIBGRAPI Gabriel Braga Ladislau, Jhonatan Machado Leão, Marlon Moratti do Amaral, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2024	B	`conf`	A Mobile Application for Speed Bump Sign Detection Using Neural Networks. IJCNN Matheus Meier Schreiber, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2024	B	`conf`	A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video. IJCNN Joao Felipe Gobeti Calenzani, Victor Nascimento Neves, Lucas Thom Ramos, Lauro Jose Lyrio Junior, Luiz C. S. Magnago, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2024	J	`jnl`	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. Flávio Miguel Varejão, Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Alexandre Rodrigues Loureiros
2024	B	`conf`	Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data. IJCNN Leandro Furlam Turi, Athus Cavalini, Giovanni Comarela, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2024	—	`conf`	Few-Shot Copycat: Improving Performance of Black-Box Attack with Random Natural Images and Few Examples of Problem Domain. ICPR (7) Jhonatan Machado Leão, Jacson Rodrigues Correia da Silva, Alberto Ferreira de Souza, Claudine Santos Badue, Thiago Oliveira-Santos
2024	B	`conf`	Integrating Pretrained CNNs with One-Class Classifiers for Fault-Agnostic Electrical Submersible Pumps Anomaly Detection. IJCNN Nilo Garcia Monteiro, Luciano Henrique Peixoto da Silva, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos
2024	—	`conf`	LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection. SIBGRAPI Luis A. Souza, André G. C. Pacheco, Gabriel De Angelo, Thiago Oliveira-Santos, Christoph Palm, João P. Papa
2023	J	`jnl`	Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis. Expert Syst. Appl. Luciano Henrique Peixoto da Silva, Lucas Henrique Sousa Mello, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos
2023	—	`conf`	Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2023	J	`jnl`	Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2022	—	`conf`	A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks. SIBGRAPI Cézar Augusto Gobbo Passamani, Victor Nascimento Neves, Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2022	J	`jnl`	A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2022	J	`jnl`	Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2022	—	`conf`	Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals. ISIE Vitor Berger Bonella, Marcos Pellegrini Ribeiro, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão
2022	J	`jnl`	Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2022	A	`conf`	Dual-Head Contrastive Domain Adaptation for Video Action Recognition. WACV Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci
2022	B	`conf`	Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. IJCNN Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2022	J	`jnl`	Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning. CoRR Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2022	—	`conf`	Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study. SIBGRAPI Letícia C. Navarro, Lucas L. Amorim, Rodrigo Ferreira Berriel, Thiago M. Paixão, Vinicius Rampinelli, Luiz A. Wasem, Lucas Quaresma, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2022	B	`conf`	Unsupervised Domain Adaptation for Video Transformers in Action Recognition. ICPR Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci
2022	J	`jnl`	Unsupervised Domain Adaptation for Video Transformers in Action Recognition. CoRR Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci
2021	J	`jnl`	Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? CoRR Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models? Pattern Recognit. Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep Learning-based Type Identification of Volumetric MRI Sequences. CoRR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 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
2021	B	`conf`	Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks. IJCNN Sabrina S. Panceri, Filipe Wall Mutz, Vinicius B. Cardoso, Raphael V. Carneiro, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2021	J	`jnl`	Evaluating the Limits of a LiDAR for an Autonomous Driving Localization. IEEE Trans. Intell. Transp. Syst. Lucas de Paula Veronese, Fernando Alfredo Auat Cheeín, Filipe Wall Mutz, Thiago Oliveira-Santos, José E. Guivant, Edilson de Aguiar, Claudine Badue, Alberto Ferreira de Souza
2021	A*	`conf`	Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. CVPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	—	`conf`	Long-Term Map Maintenance in Complex Environments. BRACIS (2) Josias Oliveira, Filipe Wall Mutz, Avelino Forechi, Pedro Azevedo, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
2021	—	`conf`	One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps. SIBGRAPI Gabriel Soares Baptista, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Alexandre Loureiros Rodrigues
2021	C	`conf`	Path Planning in Unstructured Urban Environments for Self-driving Cars. ICINCO Anderson Mozart, Gabriel Moraes, Rânik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
2021	J	`jnl`	Self-driving cars: A survey. Expert Syst. Appl. Claudine Badue, Rânik Guidolini, Raphael Vivacqua Carneiro, Pedro Azevedo, Vinicius B. Cardoso, Avelino Forechi, Luan F. R. Jesus, Rodrigo Ferreira Berriel, Thiago M. Paixão, Filipe Wall Mutz, Lucas de Paula Veronese, Thiago Oliveira-Santos, Alberto F. De Souza
2021	—	`conf`	Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. ICANN (2) Jairo Lucas de Moraes, Jorcy de Oliveira Neto, Jacson Rodrigues Correia da Silva, Thiago M. Paixão, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2021	B	`conf`	Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars. IJCNN Thiago Gonçalves Cavalcante, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue, Avelino Forechi
2021	J	`jnl`	What is the best grid-map for self-driving cars localization? An evaluation under diverse types of illumination, traffic, and environment. Expert Syst. Appl. Filipe Wall Mutz, Thiago Oliveira-Santos, Avelino Forechi, Karin Satie Komati, Claudine Badue, Felipe M. G. França, Alberto F. De Souza
2020	B	`conf`	A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization. IJCNN Vinicius B. Cardoso, André Seidel Oliveira, Avelino Forechi, Pedro Azevedo, Filipe Wall Mutz, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2020	B	`conf`	Deep Learning-based Type Identification of Volumetric MRI Sequences. ICPR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2020	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. CoRR Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto Ferreira de Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2020	A*	`conf`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Image-Based Real-Time Path Generation Using Deep Neural Networks. IJCNN Gabriel Moraes, Anderson Mozart, Pedro Azevedo, Marcos Piumbini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
2020	J	`jnl`	Keep your Eyes on the Lane: Attention-guided Lane Detection. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Metric Learning for Electrical Submersible Pump Fault Diagnosis. IJCNN Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão, Alexandre Rodrigues Loureiros
2020	B	`conf`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. ICPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Product Categorization by Title Using Deep Neural Networks as Feature Extractor. IJCNN Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	What is the Best Grid-Map for Self-Driving Cars Localization? An Evaluation under Diverse Types of Illumination, Traffic, and Environment. CoRR Filipe Wall Mutz, Thiago Oliveira-Santos, Avelino Forechi, Karin Satie Komati, Claudine Badue, Felipe M. G. França, Alberto F. De Souza
2019	B	`conf`	Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. IJCNN Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2019	J	`jnl`	Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. CoRR Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2019	A*	`conf`	Budget-Aware Adapters for Multi-Domain Learning. ICCV Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
2019	J	`jnl`	Budget-Aware Adapters for Multi-Domain Learning. CoRR Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
2019	B	`conf`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. CoRR Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	B	`conf`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. CoRR Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Exploring Character Shapes for Unsupervised Reconstruction of Strip-Shredded Text Documents. IEEE Trans. Inf. Forensics Secur. Thiago M. Paixão, Maria C. S. Boeres, Cinthia O. A. Freitas, Thiago Oliveira-Santos
2019	J	`jnl`	Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames. Comput. Graph. Renan Sarcinelli, Rânik Guidolini, Vinicius B. Cardoso, Thiago M. Paixão, Rodrigo Ferreira Berriel, Pedro Azevedo, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2019	J	`jnl`	Reducing power companies billing costs via empirical bayes and seasonality remover. Eng. Appl. Artif. Intell. Alexandre Rodrigues, Lucas Martinuzzo, Flávio Miguel Varejão, Vítor E. Silva Souza, Thiago Oliveira-Santos
2019	B	`conf`	Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks. IJCNN Ranik Guidolini, Raphael V. Carneiro, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2019	J	`jnl`	Self-Driving Cars: A Survey. CoRR Claudine Badue, Ranik Guidolini, Raphael Vivacqua Carneiro, Pedro Azevedo, Vinicius Brito Cardoso, Avelino Forechi, Luan Ferreira Reis Jesus, Rodrigo Ferreira Berriel, Thiago Meireles Paixão, Filipe Wall Mutz, Thiago Oliveira-Santos, Alberto Ferreira de Souza
2019	—	`conf`	Simple and Effective Load Volume Estimation in Moving Trucks using LiDARs. SIBGRAPI Lucas L. Amorim, Filipe Wall Mutz, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2019	B	`conf`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. IJCNN Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2019	J	`jnl`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. CoRR Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	—	`conf`	A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents. SIBGRAPI Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach. CoRR Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Combining classifiers with decision templates for automatic fault diagnosis of electrical submersible pumps. Integr. Comput. Aided Eng. Thiago Oliveira-Santos, Alexandre Rodrigues, Victor Freitas Rocha, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2018	—	`conf`	Controlling First-Person Character Movement: A Low-Cost Camera-based Tracking Alternative for Virtual Reality. SBGames Rodrigo Ferreira Berriel, Thiago Meireles Paixão, Ivo Nicchio, Thiago Oliveira-Santos
2018	B	`conf`	Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. IJCNN Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. CoRR Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Ego-Lane Analysis System (ELAS): Dataset and Algorithms. CoRR Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos
2018	C	`conf`	Electricity Readers Routing Based on Clustering and Communities Detection. INDIN Lucas Martinuzzo Batista, Diego Lucchil, Flávio Miguel Varejão, Alexandre Rodngues, Filipe Lima, Thiago Oliveira-Santos
2018	B	`conf`	Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car. IJCNN Ranik Guidolini, Lucas G. Scart, Luan F. R. Jesus, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos
2018	B	`conf`	Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. IJCNN Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Map Memorization and Forgetting in the IARA Autonomous Car. CoRR Thomas Teixeira, Filipe Wall Mutz, Vinicius B. Cardoso, Lucas de Paula Veronese, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2018	B	`conf`	Mapping Road Lanes Using Laser Remission and Deep Neural Networks. IJCNN Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2018	J	`jnl`	Mapping Road Lanes Using Laser Remission and Deep Neural Networks. CoRR Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2018	B	`conf`	Visual Global Localization with a Hybrid WNN-CNN Approach. IJCNN Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto Ferreira de Souza
2018	J	`jnl`	Visual Global Localization with a Hybrid WNN-CNN Approach. CoRR Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2017	A*	`conf`	A Model-Predictive Motion Planner for the IARA autonomous car. ICRA Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza
2017	J	`jnl`	Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach. Comput. Graph. Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2017	—	`conf`	Binary feature selection classifier ensemble for fault diagnosis of submersible motor pump. ISIE Francisco de Assis Boldt, Thomas Walter Rauber, Thiago Oliveira-Santos, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2017	—	`conf`	Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network. SIBGRAPI Marcus Vinicius Zavarez, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos
2017	J	`jnl`	Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification. CoRR Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification. IEEE Geosci. Remote. Sens. Lett. Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto F. De Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Ego-Lane Analysis System (ELAS): Dataset and algorithms. Image Vis. Comput. Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order. Pattern Recognit. Andre Teixeira Lopes, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos
2017	B	`conf`	Kernel and random extreme learning machine applied to submersible motor pump fault diagnosis. IJCNN Thomas Walter Rauber, Thiago Oliveira-Santos, Francisco de Assis Boldt, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2017	B	`conf`	Monthly energy consumption forecast: A deep learning approach. IJCNN Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alexandre Rodrigues, Flávio Miguel Varejão, Thiago Oliveira-Santos
2016	J	`jnl`	A Model-Predictive Motion Planner for the IARA Autonomous Car. CoRR Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza
2016	—	`conf`	A light-weight yet accurate localization system for autonomous cars in large-scale and complex environments. ITSC Lucas de Paula Veronese, José E. Guivant, Fernando Alfredo Auat Cheeín, Thiago Oliveira-Santos, Filipe Wall Mutz, Edilson de Aguiar, Claudine Badue, Alberto F. De Souza
2016	—	`conf`	An Augmented Reality Virtual Glasses Try-On System. SVR Pedro Azevedo, Thiago Oliveira-Santos, Edilson de Aguiar
2016	J	`jnl`	Fat-Fast VG-RAM WNN: A high performance approach. Neurocomputing Avelino Forechi, Alberto F. De Souza, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue, Artur S. d'Avila Garcez, Thiago Oliveira-Santos
2016	J	`jnl`	Large-scale mapping in complex field scenarios using an autonomous car. Expert Syst. Appl. Filipe Wall Mutz, Lucas de Paula Veronese, Thiago Oliveira-Santos, Edilson de Aguiar, Fernando Alfredo Auat Cheeín, Alberto Ferreira de Souza
2016	B	`conf`	Sequential appearance-based Global Localization using an ensemble of kNN-DTW classifiers. IJCNN Avelino Forechi, Alberto Ferreira de Souza, Claudine Badue, Thiago Oliveira-Santos
2016	B	`conf`	Simulating robotic cars using time-delay neural networks. IJCNN Alberto F. De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira-Santos
2016	B	`conf`	Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods. ICTAI Thiago Oliveira-Santos, Thomas W. Rauber, Flávio Miguel Varejão, Lucas Martinuzzo, Willian Oliveira, Marcos Pellegrini Ribeiro, Alexandre Rodrigues
2016	J	`jnl`	Visual tracking with VG-RAM Weightless Neural Networks. Neurocomputing Mariella Berger, Alberto F. De Souza, Jorcy de Oliveira Neto, Edilson de Aguiar, Thiago Oliveira-Santos
2015	—	`conf`	A Facial Expression Recognition System Using Convolutional Networks. SIBGRAPI Andre Teixeira Lopes, Edilson de Aguiar, Thiago Oliveira-Santos
2015	—	`conf`	A Particle Filter-Based Lane Marker Tracking Approach Using a Cubic Spline Model. SIBGRAPI Rodrigo Ferreira Berriel, Edilson de Aguiar, Vanderlei Vieira de Souza Filho, Thiago Oliveira-Santos
2015	A*	`conf`	Image-based mapping, global localization and position tracking using VG-RAM weightless neural networks. ICRA Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Claudine Badue, Alberto Ferreira de Souza
2015	A	`conf`	Re-emission and satellite aerial maps applied to vehicle localization on urban environments. IROS Lucas de Paula Veronese, Edilson de Aguiar, Rafael Correia Nascimento, José E. Guivant, Fernando Alfredo Auat Cheeín, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2014	—	`conf`	3D Face Reconstruction from Video Using 3D Morphable Model and Silhouette. SIBGRAPI Christian Baumberger, Mauricio Reyes, Mihai Constantinescu, Radu Olariu, Edilson de Aguiar, Thiago Oliveira-Santos
2014	—	`conf`	A Motion Planner for Car-Like Robots Based on Rapidly-Exploring Random Trees. IBERAMIA Rômulo Ramos Radaelli, Claudine Badue, Michael André Gonçalves, Thiago Oliveira-Santos, Alberto F. De Souza
2014	B	`conf`	Compressing VG-RAM WNN memory for lightweight applications. IJCNN Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2014	B	`conf`	Image-based global localization using VG-RAM Weightless Neural Networks. IJCNN Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto F. De Souza
2014	B	`conf`	Programming a VG-RAM based Neural Network Computer. IJCNN Alberto F. De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira-Santos, Claudine Badue
2012	J	`jnl`	Evaluation of a portable image overlay projector for the visualisation of surgical navigation data: phantom studies. Int. J. Comput. Assist. Radiol. Surg. Kate A. Gavaghan, Thiago Oliveira-Santos, Matthias Peterhans, Mauricio Reyes, Hyungmin Kim, Sylvain Anderegg, Stefan Weber
2011	J	`jnl`	A Portable Image Overlay Projection Device for Computer-Aided Open Liver Surgery. IEEE Trans. Biomed. Eng. Kate A. Gavaghan, Matthias Peterhans, Thiago Oliveira-Santos, Stefan Weber
2011	—	`conf`	Augmented Reality Image Overlay Projection for Image Guided Open Liver Ablation of Metastatic Liver Cancer. AE-CAI Kate Alicia Gavaghan, Sylvain Anderegg, Matthias Peterhans, Thiago Oliveira-Santos, Stefan Weber
2011	—	`conf`	Passive Single Marker Tracking for Organ Motion and Deformation Detection in Open Liver Surgery. IPCAI Thiago Oliveira-Santos, Matthias Peterhans, Simon Hofmann, Stefan Weber
2010	—	`conf`	Soft Tissue Surface Tracking for Open Liver Surgery. CURAC Thiago Oliveira-Santos, Simon Hofmann, Matthias Peterhans, Stefan Weber