Thiago Oliveira-Santos

Expert Syst. Appl., 2023

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters.

[BibT_eX]

[DOI]

Samuel Felipe dos Santos

Jurandy Almeida

CoRR, 2023

Budget-Aware Pruning for Multi-domain Learning.

[BibT_eX]

[DOI]

Samuel Felipe dos Santos

Jurandy Almeida

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.

[BibT_eX]

[DOI]

Alessandro L. Koerich

Pattern Recognit. Lett., 2022

Deep traffic sign detection and recognition without target domain real images.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2022

Cross-domain object detection using unsupervised image translation.

[BibT_eX]

[DOI]

Vinicius F. Arruda

Expert Syst. Appl., 2022

Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning.

[BibT_eX]

[DOI]

Samuel Felipe dos Santos

Victor G. Turrisi da Costa

Jurandy Almeida

CoRR, 2022

Dual-Head Contrastive Domain Adaptation for Video Action Recognition.

[BibT_eX]

[DOI]

Giacomo Zara

Paolo Rota

Cézar Augusto Gobbo Passamani

Vittorio Murino

Elisa Ricci

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.

[BibT_eX]

[DOI]

Victor Nascimento Neves

Lauro Jose Lyrio Junior

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study.

[BibT_eX]

[DOI]

Letícia C. Navarro

Lucas L. Amorim

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.

[BibT_eX]

[DOI]

Vitor Berger Bonella

Alexandre Loureiros Rodrigues

Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022

Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling.

[BibT_eX]

[DOI]

Victor G. Turrisi da Costa

Proceedings of the International Joint Conference on Neural Networks, 2022

Unsupervised Domain Adaptation for Video Transformers in Action Recognition.

[BibT_eX]

[DOI]

Giacomo Zara

Paolo Rota

Vittorio Murino

Elisa Ricci

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Evaluating the Limits of a LiDAR for an Autonomous Driving Localization.

[BibT_eX]

[DOI]

José E. Guivant

IEEE Trans. Intell. Transp. Syst., 2021

Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models?

[BibT_eX]

[DOI]

Pattern Recognit., 2021

What is the best grid-map for self-driving cars localization? An evaluation under diverse types of illumination, traffic, and environment.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Self-driving cars: A survey.

[BibT_eX]

[DOI]

Raphael Vivacqua Carneiro

Rânik Guidolini

Jean Pablo Vieira de Mello

Expert Syst. Appl., 2021

Deep traffic light detection by overlaying synthetic context on arbitrary natural images.

[BibT_eX]

[DOI]

Comput. Graph., 2021

One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps.

[BibT_eX]

[DOI]

Gabriel Soares Baptista

Alexandre Loureiros Rodrigues

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks.

[BibT_eX]

[DOI]

Thiago Gonçalves Cavalcante

Proceedings of the International Joint Conference on Neural Networks, 2021

Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Path Planning in Unstructured Urban Environments for Self-driving Cars.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Informatics in Control, 2021

Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya.

[BibT_eX]

[DOI]

Jairo Lucas de Moraes

Jorcy de Oliveira Neto

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Long-Term Map Maintenance in Complex Environments.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Self-supervised deep reconstruction of mixed strip-shredded text documents.

[BibT_eX]

[DOI]

Alessandro L. Koerich

Pattern Recognit., 2020

Keep your Eyes on the Lane: Attention-guided Lane Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Product Categorization by Title Using Deep Neural Networks as Feature Extractor.

[BibT_eX]

[DOI]

Leonardo S. Paulucio

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Image-Based Real-Time Path Generation Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Metric Learning for Electrical Submersible Pump Fault Diagnosis.

[BibT_eX]

[DOI]

Alexandre Rodrigues Loureiros

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.

[BibT_eX]

[DOI]

André Seidel Oliveira

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

PolyLaneNet: Lane Estimation via Deep Polynomial Regression.

[BibT_eX]

[DOI]

Jean Pablo Vieira de Mello

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Deep Learning-based Type Identification of Volumetric MRI Sequences.

[BibT_eX]

[DOI]

Mauricio Reyes

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning.

[BibT_eX]

[DOI]

Alessandro L. Koerich

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.

[BibT_eX]

[DOI]

Cinthia O. A. Freitas

IEEE Trans. Inf. Forensics Secur., 2019

Reducing power companies billing costs via empirical bayes and seasonality remover.

[BibT_eX]

[DOI]

Lucas Martinuzzo

Vítor E. Silva Souza

Eng. Appl. Artif. Intell., 2019

Self-Driving Cars: A Survey.

[BibT_eX]

[DOI]

Raphael Vivacqua Carneiro

Vinicius Brito Cardoso

Luan Ferreira Reis Jesus

Thiago Meireles Paixão

CoRR, 2019

Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames.

[BibT_eX]

[DOI]

Comput. Graph., 2019

Simple and Effective Load Volume Estimation in Moving Trucks using LiDARs.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars.

[BibT_eX]

[DOI]

Lucas C. Possatti

Proceedings of the International Joint Conference on Neural Networks, 2019

Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks.

[BibT_eX]

[DOI]

Raphael V. Carneiro

Proceedings of the International Joint Conference on Neural Networks, 2019

Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night.

[BibT_eX]

[DOI]

Vinicius F. Arruda

Proceedings of the International Joint Conference on Neural Networks, 2019

Budget-Aware Adapters for Multi-Domain Learning.

[BibT_eX]

[DOI]

Stéphane Lathuilière

Moin Nabi

Tassilo Klein

Elisa Ricci

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.

[BibT_eX]

[DOI]

Victor Freitas Rocha

Thomas W. Rauber

Integr. Comput. Aided Eng., 2018

Map Memorization and Forgetting in the IARA Autonomous Car.

[BibT_eX]

[DOI]

Thomas Teixeira

CoRR, 2018

A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Thiago Meireles Paixão

Ivo Nicchio

Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018

Electricity Readers Routing Based on Clustering and Communities Detection.

[BibT_eX]

[DOI]

Lucas Martinuzzo Batista

Diego Lucchil

Alexandre Rodngues

Filipe Lima

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Visual Global Localization with a Hybrid WNN-CNN Approach.

[BibT_eX]

[DOI]

Rafael Correia Nascimento

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Mapping Road Lanes Using Laser Remission and Deep Neural Networks.

[BibT_eX]

[DOI]

Raphael V. Carneiro

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Ego-Lane Analysis System (ELAS): Dataset and algorithms.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach.

[BibT_eX]

[DOI]

Franco Schmidt Rossi

Comput. Graph., 2017

Cross-Database Facial Expression Recognition Based on Fine-Tuned Deep Convolutional Network.

[BibT_eX]

[DOI]

Marcus Vinicius Zavarez

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Binary feature selection classifier ensemble for fault diagnosis of submersible motor pump.

[BibT_eX]

[DOI]

Francisco de Assis Boldt

Thomas Walter Rauber

Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017

Kernel and random extreme learning machine applied to submersible motor pump fault diagnosis.

[BibT_eX]

[DOI]

Thomas Walter Rauber

Francisco de Assis Boldt

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Monthly energy consumption forecast: A deep learning approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Model-Predictive Motion Planner for the IARA autonomous car.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2016

Fat-Fast VG-RAM WNN: A high performance approach.

[BibT_eX]

[DOI]

Jorcy de Oliveira Neto

Artur S. d'Avila Garcez

Neurocomputing, 2016

Visual tracking with VG-RAM Weightless Neural Networks.

[BibT_eX]

[DOI]

Mariella Berger

Jorcy de Oliveira Neto

Neurocomputing, 2016

Large-scale mapping in complex field scenarios using an autonomous car.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

An Augmented Reality Virtual Glasses Try-On System.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

José E. Guivant

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Simulating robotic cars using time-delay neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sequential appearance-based Global Localization using an ensemble of kNN-DTW classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods.

[BibT_eX]

[DOI]

Thomas W. Rauber

Lucas Martinuzzo

Willian Oliveira

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2015

A Facial Expression Recognition System Using Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

A Particle Filter-Based Lane Marker Tracking Approach Using a Cubic Spline Model.

[BibT_eX]

[DOI]

Vanderlei Vieira de Souza Filho

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.

[BibT_eX]

[DOI]

Rafael Correia Nascimento

José E. Guivant

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.

[BibT_eX]

[DOI]

Lauro Jose Lyrio Junior

Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014

3D Face Reconstruction from Video Using 3D Morphable Model and Silhouette.

[BibT_eX]

[DOI]

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Programming a VG-RAM based Neural Network Computer.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Image-based global localization using VG-RAM Weightless Neural Networks.

[BibT_eX]

[DOI]

Lauro Jose Lyrio Junior

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Compressing VG-RAM WNN memory for lightweight applications.

[BibT_eX]

[DOI]

Mariella Berger

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Motion Planner for Car-Like Robots Based on Rapidly-Exploring Random Trees.

[BibT_eX]

[DOI]

Rômulo Ramos Radaelli

Michael André Gonçalves

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.

[BibT_eX]

[DOI]

Kate A. Gavaghan

Int. J. Comput. Assist. Radiol. Surg., 2012

2011

A Portable Image Overlay Projection Device for Computer-Aided Open Liver Surgery.

[BibT_eX]

[DOI]

Kate A. Gavaghan

IEEE Trans. Biomed. Eng., 2011

Augmented Reality Image Overlay Projection for Image Guided Open Liver Ablation of Metastatic Liver Cancer.

[BibT_eX]

[DOI]

Kate Alicia Gavaghan

Sylvain Anderegg

Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011

Passive Single Marker Tracking for Organ Motion and Deformation Detection in Open Liver Surgery.

[BibT_eX]

[DOI]

Simon Hofmann

Proceedings of the Information Processing in Computer-Assisted Interventions, 2011

2010

Soft Tissue Surface Tracking for Open Liver Surgery.

[BibT_eX]

[DOI]

Simon Hofmann