Erickson R. Nascimento

Orcid: 0000-0003-2973-2232

Affiliations:
  • Federal University of Minas Gerais (UFMG), Computer Vision and Robotics (VeRLab), Brazil


According to our database1, Erickson R. Nascimento authored at least 82 papers between 2003 and 2024.

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Bibliography

2024
Empowering sign language communication: Integrating sentiment and semantics for facial expression synthesis.
Comput. Graph., 2024

Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

XFeat: Accelerated Features for Lightweight Image Matching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Improving the matching of deformable objects by learning to detect keypoints.
Pattern Recognit. Lett., November, 2023

A multimodal hyperlapse method based on video and songs' emotion alignment.
Pattern Recognit. Lett., February, 2023

Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Enhancing Deformable Local Features by Jointly Learning to Detect and Describe Keypoints.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Learning to Detect Changes in Aerial Images in the Presence of Registration Errors.
IEEE Geosci. Remote. Sens. Lett., 2022

A reinforcement learning approach for single redundant view co-training text classification.
Inf. Sci., 2022

Learning geodesic-aware local features from RGB-D images.
Comput. Vis. Image Underst., 2022

Creating and Reenacting Controllable 3D Humans with Differentiable Rendering.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB Images.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

An Action Recognition Approach with Context and Multiscale Motion Awareness.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
On the Development of an Acoustic-Driven Method to Improve Driver's Comfort Based on Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., 2021

A Sparse Sampling-Based Framework for Semantic Fast-Forward of First-Person Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards Semi-autonomous Robotic Inspection and Mapping in Confined Spaces with the EspeleoRobô.
J. Intell. Robotic Syst., 2021

Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning.
J. Am. Medical Informatics Assoc., 2021

Introducing the structural bases of typicality effects in deep learning.
Image Vis. Comput., 2021

A Shape-Aware Retargeting Approach to Transfer Human Motion and Appearance in Monocular Videos.
Int. J. Comput. Vis., 2021

On Development and Evaluation of Retargeting Human Motion and Appearance in Monocular Videos.
CoRR, 2021

Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio.
Comput. Graph., 2021

Musical Hyperlapse: A Multimodal Approach to Accelerate First-Person Videos.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Extracting Deformation-Aware Local Features by Learning to Deform.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Anytime Fault-tolerant Adaptive Routing for Multi-Robot Teams.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
Fully Convolutional Siamese Autoencoder for Change Detection in UAV Aerial Images.
IEEE Geosci. Remote. Sens. Lett., 2020

Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework Using Visual and Depth Cues.
J. Intell. Robotic Syst., 2020

A gaze driven fast-forward method for first-person videos.
CoRR, 2020

Personalizing Fast-Forward Videos Based on Visual and Textual Features from Social Network.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Do As I Do: Transferring Human Motion and Appearance between Monocular Videos with Spatial and Temporal Constraints.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Straight to the Point: Fast-Forwarding Videos via Reinforcement Learning Using Textual Data.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

On the Evaluation of Force Feedback Augmented Teleoperation of Excavator-like Mobile Manipulators.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Cooperative digital magnetic-elevation maps by small autonomous aerial robots.
J. Field Robotics, 2019

Prototypicality Effects in Global Semantic Description of Objects.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Exploring the Limitations of the Convolutional Neural Networks on Binary Tests Selection for Local Features.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Fast-Forward Methods for Egocentric Videos: A Review.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images Tutorials, 2019

On Modeling Context from Objects with a Long Short-Term Memory for Indoor Scene Recognition.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

On Modeling the Effects of Auditory Annoyance on Driving Style and Passenger Comfort.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

GEOBIT: A Geodesic-Based Binary Descriptor Invariant to Non-Rigid Deformations for RGB-D Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Making a long story short: A multi-importance fast-forwarding egocentric videos with the emphasis on relevant objects.
J. Vis. Commun. Image Represent., 2018

Single-shot underwater image restoration: A visual quality-aware method based on light propagation model.
J. Vis. Commun. Image Represent., 2018

A 3D modeling methodology based on a concavity-aware geometric test to create 3D textured coarse models from concept art and orthographic projections.
Comput. Graph., 2018

Semantic Map Augmentation for Robot Navigation: A Learning Approach Based on Visual and Depth Data.
Proceedings of the Latin American Robotic Symposium, 2018

A Two-Step Learning Method for Detecting Landmarks on Faces from Different Domains.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Visual-Quality-Driven Learning for Underwater Vision Enhancement.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Fast Forwarding Egocentric Videos by Listening and Watching.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
KVD: Scale invariant keypoints by combining visual and depth data.
Pattern Recognit. Lett., 2017

Towards an efficient 3D model estimation methodology for aerial and ground images.
Mach. Vis. Appl., 2017

Making a long story short: A Multi-Importance Semantic for Fast-Forwarding Egocentric Videos.
CoRR, 2017

A Robust Indoor Scene Recognition Method Based on Sparse Representation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
A Height Estimation Approach for Terrain Following Flights from Monocular Vision.
Sensors, 2016

Change detection based on features invariant to monotonic transforms and spatially constrained matching.
J. Electronic Imaging, 2016

Underwater Depth Estimation and Image Restoration Based on Single Images.
IEEE Computer Graphics and Applications, 2016

High performance moves recognition and sequence segmentation based on key poses filtering.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

Real-time monocular obstacle avoidance using Underwater Dark Channel Prior.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Fast-forward video based on semantic extraction.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Towards Semantic Fast-Forward and Stabilized Egocentric Videos.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Simultaneously Estimation of Super-Resolution Images and Depth Maps from Low Resolution Sensors.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Socially Acceptable Robot Navigation in the Presence of Humans.
Proceedings of the 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium on Robotics, 2015

Detecting Latent Variables of Interest in Geo-Localized Environments Using an Aerial Robot.
Proceedings of the 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium on Robotics, 2015

Terrain Classification from UAV Flights Using Monocular Vision.
Proceedings of the 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium on Robotics, 2015

Automatic restoration of underwater monocular sequences of images.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

A Scale Invariant Keypoint Detector Based on Visual and Geometrical Cues.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

A Non-parametric Approach to Detect Changes in Aerial Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014
Sparse Spatial Coding: A Novel Approach to Visual Recognition.
IEEE Trans. Image Process., 2014

On the improvement of human action recognition from depth map sequences using Space-Time Occupancy Patterns.
Pattern Recognit. Lett., 2014

Generalized Optical Flow Model for Scattering Media.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Change detection based on features invariant to monotonic transforms and spatial constrained matching.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
On the development of a robust, fast and lightweight keypoint descriptor.
Neurocomputing, 2013

Visual and Inertial Data Fusion for Globally Consistent Point Cloud Registration.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Transmission Estimation in Underwater Single Images.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012
Um descritor robusto e eficiente de pontos de interesse: desenvolvimento e aplicações.
PhD thesis, 2012

Appearance and Geometry Fusion for Enhanced Dense 3D Alignment.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

BRAND: A robust appearance and depth descriptor for RGB-D images.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Sparse Spatial Coding: A novel approach for efficient and accurate object recognition.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

EDVD - Enhanced descriptor for visual and depth data.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map Sequences.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2009
Stereo Based Structure Recovery of Underwater Scenes from Automatically Restored Images.
Proceedings of the SIBGRAPI 2009, 2009

2007
Fully automatic coloring of grayscale images.
Image Vis. Comput., 2007

2003
Automatically Choosing Source Color Images for Coloring Grayscale Images.
Proceedings of the 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003


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