Gilson A. Giraldi

Orcid: 0000-0003-0623-9461

According to our database1, Gilson A. Giraldi authored at least 103 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fluid Simulation with Anisotropic Pressure Segregation and Time-Dependent Tensor Fields.
Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

2023
Image thresholding through nonextensive entropies and long-range correlation.
Multim. Tools Appl., November, 2023

Image Classification using Combination of Topological Features and Neural Networks.
CoRR, 2023

Combining recurrent and residual learning for deforestation monitoring using multitemporal SAR images.
CoRR, 2023

A Lightweight Segmentation Method for Mandibular Canal Based on Arch Shape and Hough Transform.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Segmentation of skin layers in ultrasound images using a crowdsourcing and deep learning-based system.
Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022
Dental arch definition in computed tomographs using two semi-automatic methods.
Medical Biol. Eng. Comput., 2022

A particle-in-cell method for anisotropic fluid simulation.
Comput. Graph., 2022

2021
Classification of Approximal Caries in Bitewing Radiographs Using Convolutional Neural Networks.
Sensors, 2021

Do Radiographic Assessments of Periodontal Bone Loss Improve with Deep Learning Methods for Enhanced Image Resolution?
Sensors, 2021

Pairwise Rigid Registration Based on Riemannian Geometry and Lie Structures of Orientation Tensors.
J. Math. Imaging Vis., 2021

Combining max-pooling and wavelet pooling strategies for semantic image segmentation.
Expert Syst. Appl., 2021

Using super-resolution generative adversarial network models and transfer learning to obtain high resolution digital periapical radiographs.
Comput. Biol. Medicine, 2021

Anisotropic Helmholtz decomposition for controlled fluid simulation.
Appl. Math. Comput., 2021

Metal Artifact Reduction Based on Color Mapping and Inpainting Techniques.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020
Nested AdaBoost procedure for classification and multi-class nonlinear discriminant analysis.
Soft Comput., 2020

Support vector machine ensembles for discriminant analysis for ranking principal components.
Multim. Tools Appl., 2020

Applying Lie Groups Approaches for Rigid Registration of Point Clouds.
CoRR, 2020

Fixed point implementation of a variational time integrator approach for smoothed particle hydrodynamics simulation of fluids.
Comput. Math. Appl., 2020

Video Summarization through Total Variation, Deep Semi-supervised Autoencoder and Clustering Algorithms.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Parameterizing Variational Methods Through Data-Driven Inverse Problems for Image Processing Applications.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

On using convolutional neural networks to classify periodontal bone destruction in periapical radiographs.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Rendering Equation.
Proceedings of the Encyclopedia of Computer Graphics and Games., 2019

A strategy based on non-extensive statistics to improve frame-matching algorithms under large viewpoint changes.
Signal Process. Image Commun., 2019

New Technique for Binary Morphological Shape-Based Interpolation.
Int. J. Image Graph., 2019

Age-related craniofacial differences based on spatio-temporal face image atlases.
IET Image Process., 2019

A <i>q</i>-Extension of Sigmoid Functions and the Application for Enhancement of Ultrasound Images.
Entropy, 2019

Rigid Registration of Point Clouds Based on Indirect Lie Group Approach.
Proceedings of the 21st Symposium on Virtual and Augmented Reality, 2019

CAD System for Breast US Images with Speckle Noise Reduction and Bio-Inspired Segmentation.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

2018
Nonlinear Discriminant Principal Component Analysis for Image Classification and Reconstruction.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017
Improving a firefly meta-heuristic for multilevel image segmentation using Tsallis entropy.
Pattern Anal. Appl., 2017

Hand gesture recognition from depth and infrared Kinect data for CAVE applications interaction.
Multim. Tools Appl., 2017

Data-driven optimization approach for mass-spring models parametrization based on isogeometric analysis.
J. Comput. Sci., 2017

Ranking Tensor Subspaces in Weighted Multilinear Principal Component Analysis.
Int. J. Pattern Recognit. Artif. Intell., 2017

Convolutional Neural Network approaches to granite tiles classification.
Expert Syst. Appl., 2017

Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements.
CoRR, 2017

Comparing Different Strategies for Frame-to-Frame Rigid Registration of Point Clouds.
Proceedings of the 19th Symposium on Virtual and Augmented Reality, 2017

Chess Experience and EEG Brain Cortical Organisation: An Analysis Using Entropy, Multivariate Statistics and Loreta Sources.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Geometric Data Analysis Based on Manifold Learning with Applications for Image Understanding.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images - Tutorials, 2017

2016
Fourier Analysis and q-Gaussian Functions: Analytical and Numerical Results.
CoRR, 2016

Ranking Principal Components in Face Spaces through AdaBoost.M2 Linear Ensemble.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

A Statistical Quadtree Decomposition to Improve Face Analysis.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015
Composition of Local Normal Coordinates and Polyhedral Geometry in Riemannian Manifold Learning.
Int. J. Nat. Comput. Res., 2015

Comparing Ranking Methods for Tensor Components in Multilinear and Concurrent Subspace Analysis with Applications in Face Images.
Int. J. Image Graph., 2015

A new optimization approach for mass-spring models parameterization.
Graph. Model., 2015

A Photo-Realistic Generator of Most Expressive and Discriminant Changes in 2D Face Images.
Proceedings of the Sixth International Conference on Emerging Security Technologies, 2015

2014
A Semi-automatic Markerless Augmented Reality Approach for On-Patient Volumetric Medical Data Visualization.
Proceedings of the 16th Symposium on Virtual and Augmented Reality, 2014

A System to Interact with CAVE Applications Using Hand Gesture Recognition from Depth Data.
Proceedings of the 16th Symposium on Virtual and Augmented Reality, 2014

2013
A Review of Dynamic NURBS Approach
CoRR, 2013

Low-cost Automatic Inpainting for Artifact Suppression in Facial Images.
Proceedings of the VISAPP 2013, 2013

A Faster Method Aiming Iris Extraction.
Proceedings of the VISAPP 2013, 2013

Ranking Methods for Tensor Components Analysis and Their Application to Face Images.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

2012
Perspectives for Sketching Fluids Using Sketch-Based Techniques and Gradient Vector Flow for 3D LBM Initialization.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

HSD: A 3D shape descriptor based on the Hilbert curve and a reduction dimensionality approach.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Sketching Fluid Flows - Combining Sketch-based Techniques and Gradient Vector Flow for Lattice-Boltzmann Initialization.
Proceedings of the GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012

A Priori-Driven PCA.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Improving the non-extensive medical image segmentation based on Tsallis entropy.
Pattern Anal. Appl., 2011

Multi-object segmentation approach based on topological derivative and level set method.
Integr. Comput. Aided Eng., 2011

Surface Reconstruction for Generating Digital Models of Prosthesis.
Proceedings of the VISAPP 2011, 2011

Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces.
Proceedings of the 24th SIBGRAPI Conference on Graphics, Patterns and Images - Tutorials, 2011

Music Score Binarization Based on Domain Knowledge.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010
A new ranking method for principal components analysis and its application to face image analysis.
Image Vis. Comput., 2010

Segmentation and Feature Extraction of Panoramic Dental X-Ray Images.
Int. J. Nat. Comput. Res., 2010

Rain Scene Animation through Particle Systems and Surface Flow Simulation by SPH.
Proceedings of the SIBGRAPI 2010, 2010

A framework of intentional characters for simulation of social behavior.
Proceedings of the SummerSim '10, 2010

Optimizing the pre-processing of scientific visualization techniques using QEF.
Proceedings of the 8th International Workshop on Middleware for Grids, 2010

2009
Lattice methods for fluid animation in games.
Comput. Entertain., 2009

A Kernel Maximum uncertainty Discriminant Analysis and its Application to Face Recognition.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

A Multi-linear Discriminant Analysis of 2D Frontal Face Images.
Proceedings of the SIBGRAPI 2009, 2009

Computing the q-index for Tsallis Nonextensive Image Segmentation.
Proceedings of the SIBGRAPI 2009, 2009

GPU Based Fluid Animation over Elastic Surface Models.
Proceedings of the VIII Brazilian Symposium on Games and Digital Entertainment, 2009

Automatic Data Extraction in Odontological X-ray Imaging.
Proceedings of the IMAGAPP 2009, 2009

2008
Dimensionality Reduction, Classification and Reconstruction Problems in Statistical Learning Approaches.
RITA, 2008

Statistical Learning Approaches for Discriminant Features Selection.
J. Braz. Comput. Soc., 2008

Discriminant Eigenfaces: A New Ranking Method for Principal Components Analysis.
Proceedings of the Advances in Artificial Intelligence, 2008

2007
Distributed Visualization Using VTK in Grid Environments.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Fourier Analysis and Holographic Representations of 1D and 2D Signals
CoRR, 2006

Quasi-Linear Soft Tissue Models Revisited
CoRR, 2006

A New Methodology Based on q-Entropy for Breast Lesion Classification in 3-D Ultrasound Images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Implicit Dual Snakes for Medical Imaging.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Mining Cellular Automata DataBases throug PCA Models
CoRR, 2005

Methods for Analytical Understanding of Agent-Based Modeling of Complex Systems
CoRR, 2005

Lattice Gas Cellular Automata for Computational Fluid Animation
CoRR, 2005

Convexity Analysis of Snake Models Based on Hamiltonian Formulation
CoRR, 2005

Object Recognition and Tracking Using Bayesian Networks for Augmented Reality Systems.
Proceedings of the 9th International Conference on Information Visualisation, 2005

Loop Snakes: The Generalized Model.
Proceedings of the 9th International Conference on Information Visualisation, 2005

Using Tsallis entropy into a Bayesian network for CBIR.
Proceedings of the 2005 International Conference on Image Processing, 2005

Gradient Vector Flow Models for Boundary Extraction in 2D Images.
Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, 2005

2004
Invariant Snakes And Initialization Of Deformable Models.
Int. J. Image Graph., 2004

Genetic Algorithms and Quantum Computation
CoRR, 2004

CoDIMS: an adaptable middleware system for scientific visualization in Grids.
Concurr. Pract. Exp., 2004

Loop Snakes: Snakes with Enhanced Topology Control.
Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004

2003
Dual-T-Snakes model for medical imaging segmentation.
Pattern Recognit. Lett., 2003

Classical and Nonextensive Information Theory
CoRR, 2003

Out-of-Core Segmentation by Deformable Models.
Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

Distributed Visualization in Grid Environment.
Proceedings of the International Middleware Conference, 2003

2002
A Surface Reconstruction Approach Based on Multi-resolution Methods and the T-Surfaces Framework.
Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002

A Semi-Automatic Surface Reconstruction Framework Based on T-Surfaces and Isosurface Extraction Methods.
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

2001
Parallel Volume Rendering of Unstructured Data with Application to Hemodynamics.
RITA, 2001

Improving the Original Dual-T-Snakes Model.
Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001

2000
Boundary Extraction Approach Based on Multi-Resolution Methods and the T-Snakes Framework.
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

A Boundary Extraction Method Based on Dual-T-Snakes and Dynamic Programming.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Learning policies for attentional control.
Proceedings of the Proceedings 1999 IEEE International Symposium on Computational Intelligence in Robotics and Automation, 1999


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