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2020 – today
- 2024
[j25]Flávio Miguel Varejão
, Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Alexandre Rodrigues Loureiros:
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. 288: 111452 (2024)- [c64]Jhonatan Machado Leão, Jacson Rodrigues Correia da Silva, Alberto Ferreira de Souza, Claudine Santos Badue, Thiago Oliveira-Santos:
Few-Shot Copycat: Improving Performance of Black-Box Attack with Random Natural Images and Few Examples of Problem Domain. ICPR (7) 2024: 407-422 - [c63]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:
A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video. IJCNN 2024: 1-9 - [c62]Nilo Garcia Monteiro, Luciano Henrique Peixoto da Silva, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos:
Integrating Pretrained CNNs with One-Class Classifiers for Fault-Agnostic Electrical Submersible Pumps Anomaly Detection. IJCNN 2024: 1-8 - [c61]Matheus Meier Schreiber, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
A Mobile Application for Speed Bump Sign Detection Using Neural Networks. IJCNN 2024: 1-8 - [c60]Leandro Furlam Turi, Athus Cavalini, Giovanni Comarela, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data. IJCNN 2024: 1-8 - [c59]Luis A. Souza, André G. C. Pacheco, Gabriel De Angelo, Thiago Oliveira-Santos, Christoph Palm, João P. Papa:
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection. SIBGRAPI 2024: 1-6 - 2023
- [j24]Luciano Henrique Peixoto da Silva, Lucas Henrique Sousa Mello, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos:
Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis. Expert Syst. Appl. 212: 118508 (2023) - [c58]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) 2023: 477-489 - [i26]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR abs/2309.11464 (2023) - 2022
- [j23]Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos:
Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. 192: 116334 (2022) - [j22]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. 33(3): 50 (2022) - [j21]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. 164: 1-8 (2022) - [c57]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. ICPR 2022: 1258-1265 - [c56]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. IJCNN 2022: 1-7 - [c55]Vitor Berger Bonella, Marcos Pellegrini Ribeiro, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão:
Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals. ISIE 2022: 156-163 - [c54]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:
Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study. SIBGRAPI 2022: 192-197 - [c53]Cézar Augusto Gobbo Passamani, Victor Nascimento Neves, Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks. SIBGRAPI 2022: 282-287 - [c52]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Dual-Head Contrastive Domain Adaptation for Video Action Recognition. WACV 2022: 2234-2243 - [i25]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. CoRR abs/2207.12842 (2022) - [i24]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning. CoRR abs/2210.08101 (2022) - 2021
- [j20]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:
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 94: 76-86 (2021) - [j19]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:
Self-driving cars: A survey. Expert Syst. Appl. 165: 113816 (2021) - [j18]Filipe Wall Mutz, Thiago Oliveira-Santos, Avelino Forechi, Karin Satie Komati, Claudine Badue, Felipe M. G. França, Alberto F. De Souza:
What is the best grid-map for self-driving cars localization? An evaluation under diverse types of illumination, traffic, and environment. Expert Syst. Appl. 179: 115077 (2021) - [j17]Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models? Pattern Recognit. 113: 107830 (2021) - [j16]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:
Evaluating the Limits of a LiDAR for an Autonomous Driving Localization. IEEE Trans. Intell. Transp. Syst. 22(3): 1449-1458 (2021) - [c51]Josias Oliveira, Filipe Wall Mutz, Avelino Forechi, Pedro Azevedo, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue:
Long-Term Map Maintenance in Complex Environments. BRACIS (2) 2021: 146-161 - [c50]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. CVPR 2021: 294-302 - [c49]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:
Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. ICANN (2) 2021: 28-39 - [c48]Anderson Mozart, Gabriel Moraes, Rânik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue:
Path Planning in Unstructured Urban Environments for Self-driving Cars. ICINCO 2021: 290-300 - [c47]Thiago Gonçalves Cavalcante, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue, Avelino Forechi:
Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars. IJCNN 2021: 1-7 - [c46]Sabrina S. Panceri, Filipe Wall Mutz, Vinicius B. Cardoso, Raphael V. Carneiro, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks. IJCNN 2021: 1-8 - [c45]Gabriel Soares Baptista, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Alexandre Loureiros Rodrigues:
One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps. SIBGRAPI 2021: 402-408 - [i23]Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? CoRR abs/2101.08717 (2021) - [i22]Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Deep Learning-based Type Identification of Volumetric MRI Sequences. CoRR abs/2106.03208 (2021) - 2020
- [j15]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. 107: 107535 (2020) - [c44]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR 2020: 14331-14339 - [c43]Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Deep Learning-based Type Identification of Volumetric MRI Sequences. ICPR 2020: 5674-5681 - [c42]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
PolyLaneNet: Lane Estimation via Deep Polynomial Regression. ICPR 2020: 6150-6156 - [c41]Vinicius B. Cardoso, André Seidel Oliveira, Avelino Forechi, Pedro Azevedo, Filipe Wall Mutz, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization. IJCNN 2020: 1-8 - [c40]Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão, Alexandre Rodrigues Loureiros:
Metric Learning for Electrical Submersible Pump Fault Diagnosis. IJCNN 2020: 1-8 - [c39]Gabriel Moraes, Anderson Mozart, Pedro Azevedo, Marcos Piumbini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue:
Image-Based Real-Time Path Generation Using Deep Neural Networks. IJCNN 2020: 1-8 - [c38]Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
Product Categorization by Title Using Deep Neural Networks as Feature Extractor. IJCNN 2020: 1-7 - [i21]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR abs/2003.10063 (2020) - [i20]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
PolyLaneNet: Lane Estimation via Deep Polynomial Regression. CoRR abs/2004.10924 (2020) - [i19]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR abs/2007.00779 (2020) - [i18]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR abs/2008.00962 (2020) - [i17]Filipe Wall Mutz, Thiago Oliveira-Santos, Avelino Forechi, Karin Satie Komati, Claudine Badue, Felipe M. G. França, Alberto F. De Souza:
What is the Best Grid-Map for Self-Driving Cars Localization? An Evaluation under Diverse Types of Illumination, Traffic, and Environment. CoRR abs/2009.09308 (2020) - [i16]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Keep your Eyes on the Lane: Attention-guided Lane Detection. CoRR abs/2010.12035 (2020) - [i15]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:
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. CoRR abs/2011.03841 (2020)
2010 – 2019
- 2019
- [j14]Renan Sarcinelli, Rânik Guidolini, Vinicius B. Cardoso, Thiago M. Paixão, Rodrigo Ferreira Berriel, Pedro Azevedo, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames. Comput. Graph. 84: 173-184 (2019) - [j13]Alexandre Rodrigues, Lucas Martinuzzo, Flávio Miguel Varejão, Vítor E. Silva Souza, Thiago Oliveira-Santos:
Reducing power companies billing costs via empirical bayes and seasonality remover. Eng. Appl. Artif. Intell. 81: 387-396 (2019) - [j12]Thiago M. Paixão, Maria C. S. Boeres, Cinthia O. A. Freitas, Thiago Oliveira-Santos:
Exploring Character Shapes for Unsupervised Reconstruction of Strip-Shredded Text Documents. IEEE Trans. Inf. Forensics Secur. 14(7): 1744-1754 (2019) - [c37]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. ICCV 2019: 382-391 - [c36]Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN 2019: 1-8 - [c35]Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza:
Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. IJCNN 2019: 1-8 - [c34]Ranik Guidolini, Raphael V. Carneiro, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza:
Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks. IJCNN 2019: 1-8 - [c33]Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. IJCNN 2019: 1-8 - [c32]Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN 2019: 1-7 - [c31]Lucas L. Amorim, Filipe Wall Mutz, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
Simple and Effective Load Volume Estimation in Moving Trucks using LiDARs. SIBGRAPI 2019: 210-217 - [i14]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:
Self-Driving Cars: A Survey. CoRR abs/1901.04407 (2019) - [i13]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. CoRR abs/1905.06242 (2019) - [i12]Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. CoRR abs/1906.11886 (2019) - [i11]Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. CoRR abs/1907.08719 (2019) - [i10]Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. CoRR abs/1907.09679 (2019) - [i9]Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza:
Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. CoRR abs/1910.00944 (2019) - 2018
- [j11]Thiago Oliveira-Santos, Alexandre Rodrigues, Victor Freitas Rocha, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro:
Combining classifiers with decision templates for automatic fault diagnosis of electrical submersible pumps. Integr. Comput. Aided Eng. 25(4): 381-396 (2018) - [c30]Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. IJCNN 2018: 1-8 - [c29]Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
Mapping Road Lanes Using Laser Remission and Deep Neural Networks. IJCNN 2018: 1-8 - [c28]Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto Ferreira de Souza:
Visual Global Localization with a Hybrid WNN-CNN Approach. IJCNN 2018: 1-9 - [c27]Ranik Guidolini, Lucas G. Scart, Luan F. R. Jesus, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos:
Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car. IJCNN 2018: 1-8 - [c26]Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. IJCNN 2018: 1-8 - [c25]Lucas Martinuzzo Batista, Diego Lucchil, Flávio Miguel Varejão, Alexandre Rodngues, Filipe Lima, Thiago Oliveira-Santos:
Electricity Readers Routing Based on Clustering and Communities Detection. INDIN 2018: 583-588 - [c24]Rodrigo Ferreira Berriel, Thiago Meireles Paixão, Ivo Nicchio, Thiago Oliveira-Santos:
Controlling First-Person Character Movement: A Low-Cost Camera-based Tracking Alternative for Virtual Reality. SBGames 2018: 67-74 - [c23]Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents. SIBGRAPI 2018: 87-94 - [i8]Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
Mapping Road Lanes Using Laser Remission and Deep Neural Networks. CoRR abs/1804.10662 (2018) - [i7]Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza:
Visual Global Localization with a Hybrid WNN-CNN Approach. CoRR abs/1805.03183 (2018) - [i6]Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach. CoRR abs/1805.11970 (2018) - [i5]Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. CoRR abs/1806.05476 (2018) - [i4]Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos:
Ego-Lane Analysis System (ELAS): Dataset and Algorithms. CoRR abs/1806.05984 (2018) - [i3]Thomas Teixeira, Filipe Wall Mutz, Vinicius B. Cardoso, Lucas de Paula Veronese, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza:
Map Memorization and Forgetting in the IARA Autonomous Car. CoRR abs/1810.02355 (2018) - 2017
- [j10]Rodrigo Ferreira Berriel, Franco Schmidt Rossi, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach. Comput. Graph. 68: 32-42 (2017) - [j9]Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Ego-Lane Analysis System (ELAS): Dataset and algorithms. Image Vis. Comput. 68: 64-75 (2017) - [j8]Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto F. De Souza, Thiago Oliveira-Santos:
Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification. IEEE Geosci. Remote. Sens. Lett. 14(9): 1513-1517 (2017) - [j7]Andre Teixeira Lopes, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos:
Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order. Pattern Recognit. 61: 610-628 (2017) - [c22]Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza:
A Model-Predictive Motion Planner for the IARA autonomous car. ICRA 2017: 225-230 - [c21]Thomas Walter Rauber, Thiago Oliveira-Santos, Francisco de Assis Boldt, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro:
Kernel and random extreme learning machine applied to submersible motor pump fault diagnosis. IJCNN 2017: 3347-3354 - [c20]Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alexandre Rodrigues, Flávio Miguel Varejão, Thiago Oliveira-Santos:
Monthly energy consumption forecast: A deep learning approach. IJCNN 2017: 4283-4290 - [c19]Francisco de Assis Boldt, Thomas Walter Rauber, Thiago Oliveira-Santos, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro:
Binary feature selection classifier ensemble for fault diagnosis of submersible motor pump. ISIE 2017: 1807-1812 - [c18]Marcus Vinicius Zavarez, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos:
Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network. SIBGRAPI 2017: 405-412 - [i2]Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification. CoRR abs/1706.09302 (2017) - 2016
- [j6]Filipe Wall Mutz, Lucas de Paula Veronese, Thiago Oliveira-Santos, Edilson de Aguiar, Fernando Alfredo Auat Cheeín, Alberto Ferreira de Souza:
Large-scale mapping in complex field scenarios using an autonomous car. Expert Syst. Appl. 46: 439-462 (2016) - [j5]Avelino Forechi, Alberto F. De Souza, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue, Artur S. d'Avila Garcez, Thiago Oliveira-Santos:
Fat-Fast VG-RAM WNN: A high performance approach. Neurocomputing 183: 56-69 (2016) - [j4]Mariella Berger, Alberto F. De Souza, Jorcy de Oliveira Neto, Edilson de Aguiar, Thiago Oliveira-Santos:
Visual tracking with VG-RAM Weightless Neural Networks. Neurocomputing 183: 90-105 (2016) - [c17]Thiago Oliveira-Santos, Thomas W. Rauber, Flávio Miguel Varejão, Lucas Martinuzzo, Willian Oliveira, Marcos Pellegrini Ribeiro, Alexandre Rodrigues:
Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods. ICTAI 2016: 415-422 - [c16]Alberto F. De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira-Santos:
Simulating robotic cars using time-delay neural networks. IJCNN 2016: 1261-1268 - [c15]Avelino Forechi, Alberto Ferreira de Souza, Claudine Badue, Thiago Oliveira-Santos:
Sequential appearance-based Global Localization using an ensemble of kNN-DTW classifiers. IJCNN 2016: 2782-2789 - [c14]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:
A light-weight yet accurate localization system for autonomous cars in large-scale and complex environments. ITSC 2016: 520-525 - [c13]Pedro Azevedo, Thiago Oliveira-Santos, Edilson de Aguiar:
An Augmented Reality Virtual Glasses Try-On System. SVR 2016: 1-9 - [i1]Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza:
A Model-Predictive Motion Planner for the IARA Autonomous Car. CoRR abs/1611.04552 (2016) - 2015
- [c12]Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Claudine Badue, Alberto Ferreira de Souza:
Image-based mapping, global localization and position tracking using VG-RAM weightless neural networks. ICRA 2015: 3603-3610 - [c11]Lucas de Paula Veronese, Edilson de Aguiar, Rafael Correia Nascimento, José E. Guivant, Fernando Alfredo Auat Cheeín, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Re-emission and satellite aerial maps applied to vehicle localization on urban environments. IROS 2015: 4285-4290 - [c10]Rodrigo Ferreira Berriel, Edilson de Aguiar, Vanderlei Vieira de Souza Filho, Thiago Oliveira-Santos:
A Particle Filter-Based Lane Marker Tracking Approach Using a Cubic Spline Model. SIBGRAPI 2015: 149-156 - [c9]Andre Teixeira Lopes, Edilson de Aguiar, Thiago Oliveira-Santos:
A Facial Expression Recognition System Using Convolutional Networks. SIBGRAPI 2015: 273-280 - 2014
- [c8]Rômulo Ramos Radaelli, Claudine Badue, Michael André Gonçalves, Thiago Oliveira-Santos, Alberto F. De Souza:
A Motion Planner for Car-Like Robots Based on Rapidly-Exploring Random Trees. IBERAMIA 2014: 469-480 - [c7]Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
Compressing VG-RAM WNN memory for lightweight applications. IJCNN 2014: 1063-1070 - [c6]Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto F. De Souza:
Image-based global localization using VG-RAM Weightless Neural Networks. IJCNN 2014: 3363-3370 - [c5]Alberto F. De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira-Santos, Claudine Badue:
Programming a VG-RAM based Neural Network Computer. IJCNN 2014: 3871-3878 - [c4]Christian Baumberger, Mauricio Reyes, Mihai Constantinescu, Radu Olariu, Edilson de Aguiar, Thiago Oliveira-Santos:
3D Face Reconstruction from Video Using 3D Morphable Model and Silhouette. SIBGRAPI 2014: 1-8 - 2012
- [j3]Kate A. Gavaghan, Thiago Oliveira-Santos, Matthias Peterhans, Mauricio Reyes, H. Kim, Sylvain Anderegg, Stefan Weber:
Evaluation of a portable image overlay projector for the visualisation of surgical navigation data: phantom studies. Int. J. Comput. Assist. Radiol. Surg. 7(4): 547-556 (2012) - 2011
- [j2]Kate A. Gavaghan, Matthias Peterhans, Thiago Oliveira-Santos, Stefan Weber:
A Portable Image Overlay Projection Device for Computer-Aided Open Liver Surgery. IEEE Trans. Biomed. Eng. 58(6): 1855-1864 (2011) - [c3]Thiago Oliveira-Santos, Matthias Peterhans, Simon Hofmann, Stefan Weber:
Passive Single Marker Tracking for Organ Motion and Deformation Detection in Open Liver Surgery. IPCAI 2011: 156-167 - [c2]Kate Alicia Gavaghan, Sylvain Anderegg, Matthias Peterhans, Thiago Oliveira-Santos, Stefan Weber:
Augmented Reality Image Overlay Projection for Image Guided Open Liver Ablation of Metastatic Liver Cancer. AE-CAI 2011: 36-46 - 2010
- [c1]Thiago Oliveira-Santos, Simon Hofmann, Matthias Peterhans, Stefan Weber:
Soft Tissue Surface Tracking for Open Liver Surgery. CURAC 2010: 39-44
2000 – 2009
- 2005
- [j1]Daniela Bertolini Depizzol, Marcia Helena Moreira Paiva, Thiago Oliveira Dos Santos, Anderson Coser Gaudio:
MoCalc: A new graphical user interface for molecular calculations. J. Comput. Chem. 26(2): 142-144 (2005)
Coauthor Index
Claudine Badue
aka: Claudine Santos Badue
aka: Claudine Santos Badue
[c64] [c63] [c61] [c60] [j23] [j22] [j21] [c56] [c54] [c53] [j20] [j19] [j18] [j17] [j16] [c51] [c50] [c49] [c48] [c47] [c46] [i23] [i22] [j15] [c44] [c43] [c42] [c41] [c39] [c38] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [j14] [c36] [c35] [c34] [c33] [c32] [c31] [i14] [i12] [i11] [i10] [i9] [c30] [c29] [c28] [c27] [c26] [c23] [i8] [i7] [i5] [i3] [c22] [j5] [c16] [c15] [c14] [i1] [c12] [c8] [c7] [c6] [c5]
Ranik Guidolini
aka: Rânik Guidolini
aka: Rânik Guidolini
Thiago Meireles Paixão
aka: Thiago M. Paixão
aka: Thiago M. Paixão
Alberto Ferreira de Souza
aka: Alberto F. De Souza
aka: Alberto F. De Souza
[c64] [c63] [c61] [c60] [j23] [j22] [j21] [c56] [c54] [c53] [j20] [j19] [j18] [j17] [j16] [c51] [c50] [c49] [c48] [c47] [c46] [i23] [i22] [j15] [c44] [c43] [c42] [c41] [c39] [c38] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [j14] [c36] [c35] [c34] [c33] [c32] [c31] [i14] [i12] [i11] [i10] [i9] [c30] [c29] [c28] [c26] [c23] [i8] [i7] [i6] [i5] [i4] [i3] [j10] [j9] [j8] [j7] [c22] [i2] [j6] [j5] [j4] [c16] [c15] [c14] [i1] [c12] [c11] [c8] [c7] [c6] [c5]
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