Giuseppe Patanè

Orcid: 0000-0002-2276-9553

Affiliations:
  • Consiglio Nazionale delle Ricerche, Istituto di Matematica Applicata e Tecnologie Informatiche, Genova, Italy


According to our database1, Giuseppe Patanè authored at least 111 papers between 2001 and 2024.

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Bibliography

2024
Out-of-Sample Extension of the Fuzzy Transform.
IEEE Trans. Fuzzy Syst., March, 2024

2023
Super-resolution of 2D ultrasound images and videos.
Medical Biol. Eng. Comput., October, 2023

Spectral Laplace Transform of Signals on Arbitrary Domains.
J. Sci. Comput., September, 2023

Fourier-Based and Rational Graph Filters for Spectral Processing.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Spatio-temporal analysis and comparison of 3D videos.
Vis. Comput., April, 2023

Learning-based low-rank denoising.
Signal Image Video Process., March, 2023

Learning-Based and Quality Preserving Super-Resolution of Noisy Images.
CoRR, 2023

HPC-based Solvers of Minimisation Problems for Signal Processing.
CoRR, 2023

Graph-Based Analysis and Visualisation of Mobility Data.
CoRR, 2023

US & MR Image-Fusion Based on Skin Co-Registration.
CoRR, 2023

Learning-based Framework for US Signals Super-resolution.
CoRR, 2023

3D Patient-specific Modelling and Characterisation of Muscle-Skeletal Districts.
CoRR, 2023

2022
Meshless Approximation and Helmholtz-Hodge Decomposition of Vector Fields.
IEEE Trans. Vis. Comput. Graph., 2022

Data-Driven Fuzzy Transform.
IEEE Trans. Fuzzy Syst., 2022

Real-time denoising of ultrasound images based on deep learning.
Medical Biol. Eng. Comput., 2022

3D Anatomical Representations and Analysis: an Application to the Spine.
CoRR, 2022

A Graph-Based Modelling of Epidemics]{A Graph-Based Modelling of Epidemics: Properties, Simulation, and Continuum Limit.
CoRR, 2022

Evaluating Accuracy and Efficiency of HPC Solvers for Sparse Linear Systems with Applications to PDEs.
CoRR, 2022

Combining Image and Geometry Processing Techniques for the Quantitative Analysis of Muscle-Skeletal Diseases.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Fast Learning Framework for Denoising of Ultrasound 2D Videos and 3D Images.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

A Graphical Framework to Study the Correlation between Geometric Design and Simulation.
Proceedings of the Eurographics Italian Chapter Conference 2022, 2022

2021
Continuous Fuzzy Transform as Integral Operator.
IEEE Trans. Fuzzy Syst., 2021

Benchmarking the geometrical robustness of a Virtual Element Poisson solver.
Math. Comput. Simul., 2021

Spectrum-Free and Meshless Solvers of Parabolic PDEs.
J. Sci. Comput., 2021

VEM and the Mesh.
CoRR, 2021

PEMesh: a Graphical Framework for the Analysis of the InterplayBetween Geometry and PEM Solvers.
CoRR, 2021

A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images.
CoRR, 2021

Erratum to "Foreword to the Special Section on CAD/Graphics 2021" [Graph. Vis. Comput. 4 (2021) 200027].
Graph. Vis. Comput., 2021

Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis.
Comput. Graph. Forum, 2021

Localised and shape-aware functions for spectral geometry processing and shape analysis: A survey & perspectives.
Comput. Graph., 2021

Kernel-Based Sampling of Arbitrary Signals.
Comput. Aided Des., 2021

2020
Analysis of 3D segmented anatomical districts through grey-levels mapping.
Comput. Graph., 2020

Comparison and Integration of Erosion Evaluation Methods for Rheumatic Degenerative Diseases.
Proceedings of the Italian Chapter Conference 2020, 2020

Kernel-Based Sampling of Arbitrary Data.
Proceedings of the Italian Chapter Conference 2020, 2020

2019
A unified definition and computation of Laplacian spectral distances.
Pattern Recognit., 2019

Benchmark of Polygon Quality Metrics for Polytopal Element Methods.
CoRR, 2019

Foreword to the Special Section on Shape Modelling International 2019.
Comput. Graph., 2019

Mapping Grey-Levels on 3D Segmented Anatomical districts.
Proceedings of the Italian Chapter Conference 2019, 2019

2018
Laplacian spectral basis functions.
Comput. Aided Geom. Des., 2018

Special issue on "Heat Diffusion Equation and Optimal Transport in Geometry Processing and Computer Graphics".
Comput. Aided Geom. Des., 2018

Supporting shared hypothesis testing in the biomedical domain.
J. Biomed. Semant., 2018

2017
An Introduction to Laplacian Spectral Distances and Kernels: Theory, Computation, and Applications
Synthesis Lectures on Visual Computing, Morgan & Claypool Publishers, ISBN: 978-3-031-02593-8, 2017

Local up-sampling and morphological analysis of low-resolution magnetic resonance images.
Neurocomputing, 2017

Accurate and Efficient Computation of Laplacian Spectral Distances and Kernels.
Comput. Graph. Forum, 2017

Combination of visual and symbolic knowledge: A survey in anatomy.
Comput. Biol. Medicine, 2017

Mesh-based and meshless design and approximation of scalar functions.
Comput. Aided Geom. Des., 2017

Explicit cylindrical maps for general tubular shapes.
Comput. Aided Des., 2017

An introduction to laplacian spectral distances and kernels: theory, computation, and applications.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

2016
Heterogeneous Spatial Data: Fusion, Modeling, and Analysis for GIS Applications
Synthesis Lectures on Visual Computing, Morgan & Claypool Publishers, ISBN: 978-3-031-02589-1, 2016

Semantics-driven annotation of patient-specific 3D data: a step to assist diagnosis and treatment of rheumatoid arthritis.
Vis. Comput., 2016

STAR - Laplacian Spectral Kernels and Distances for Geometry Processing and Shape Analysis.
Comput. Graph. Forum, 2016

Semantic annotation of 3D anatomical models to support diagnosis and follow-up analysis of musculoskeletal pathologies.
Int. J. Comput. Assist. Radiol. Surg., 2016

GaitViewer: Semantic Gait Data Analysis and Visualization Tool.
Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016

2015
Volumetric heat Kernel: Padé-Chebyshev approximation, convergence, and computation.
Comput. Graph., 2015

Towards Shared Hypothesis Testing in the Biomedical Domain.
Proceedings of the 8th Semantic Web Applications and Tools for Life Sciences International Conference, 2015

A Semantically Adaptable Integrated Visualization and Natural Exploration of Multi-scale Biomedical Data.
Proceedings of the 19th International Conference on Information Visualisation, 2015

Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

SemAnatomy3D: Annotation of Patient-Specific Anatomy.
Proceedings of the Italian Chapter Conference 2015, 2015

Grontocrawler: Graph-Based Ontology Exploration.
Proceedings of the Italian Chapter Conference 2015, 2015

Semantic Annotation of Patient-Specific 3D Anatomical Models.
Proceedings of the International Conference on Cyberworlds, 2015

2014
Local barycentric coordinates.
ACM Trans. Graph., 2014

Laplacian spectral distances and kernels on 3D shapes.
Pattern Recognit. Lett., 2014

Integrated Visualization and Analysis of a Multi-scale Biomedical Knowledge Space.
Proceedings of the 5th International EuroVis Workshop on Visual Analytics, 2014

An introduction to Ricci flow and volumetric approximation with applications to shape modeling.
Proceedings of the SIGGRAPH Asia 2014 Courses, Shenzhen, China, December 3-6, 2014, 2014

2013
Multi-resolutive sparse approximations of d-dimensional data.
Comput. Vis. Image Underst., 2013

Heat diffusion kernel and distance on surface meshes and point sets.
Comput. Graph., 2013

An interactive analysis of harmonic and diffusion equations on discrete 3D shapes.
Comput. Graph., 2013

wFEM heat kernel: Discretization and applications to shape analysis and retrieval.
Comput. Aided Geom. Des., 2013

Surface- and volume-based techniques for shape modeling and analysis.
Proceedings of the SIGGRAPH Asia 2013, Hong Kong, China, November 19-22, 2013, Courses, 2013

2012
Local approximation of scalar functions on 3D shapes and volumetric data.
Comput. Graph., 2012

2011
Spectral feature selection for shape characterization and classification.
Vis. Comput., 2011

Fuzzy transform and least-squares approximation: Analogies, differences, and generalizations.
Fuzzy Sets Syst., 2011

Graph-based representations of point clouds.
Graph. Model., 2011

Defining, contouring, and visualizing scalar functions on point-sampled surfaces.
Comput. Aided Des., 2011

2010
Spectral-Driven Isometry-Invariant Matching of 3D Shapes.
Int. J. Comput. Vis., 2010

Hierarchical Structure Recovery of Point-Sampled Surfaces.
Comput. Graph. Forum, 2010

Shape approximation by differential properties of scalar functions.
Comput. Graph., 2010

Multi-scale Feature Spaces for Shape Processing and Analysis.
Proceedings of the SMI 2010, 2010

Feature Selection for Enhanced Spectral Shape Comparison .
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010



2009
A Minimal Contouring Approach to the Computation of the Reeb Graph.
IEEE Trans. Vis. Comput. Graph., 2009

Topology- and error-driven extension of scalar functions from surfaces to volumes.
ACM Trans. Graph., 2009

Discrete Laplace-Beltrami operators for shape analysis and segmentation.
Comput. Graph., 2009

Computing smooth approximations of scalar functions with constraints.
Comput. Graph., 2009

A Critical Assessment of 2D and 3D Face Recognition Algorithms.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Reeb graph computation based on a minimal contouring.
Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008

2007
On stochastic methods for surface reconstruction.
Vis. Comput., 2007

Families of cut-graphs for bordered meshes with arbitrary genus.
Graph. Model., 2007

Topological Generators and Cut-Graphs of Arbitrary Triangle Meshes.
Proceedings of the 2007 International Conference on Shape Modeling and Applications (SMI 2007), 2007

Knowledge-based extraction of control skeletons for animation.
Proceedings of the 2007 International Conference on Shape Modeling and Applications (SMI 2007), 2007

Semantic Annotation Of Digital 3D Objects.
Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007

3D Shape Description and Matching Based on Properties of Real Functions.
Proceedings of the 28th Annual Conference of the European Association for Computer Graphics, 2007

2006
From geometric to semantic human body models.
Comput. Graph., 2006

Computational methods for understanding 3D shapes.
Comput. Graph., 2006

SIMS: a Multi-Level Approach to Surface Reconstruction with Sparse Implicits.
Proceedings of the 2006 International Conference on Shape Modeling and Applications (SMI 2006), 2006

Mesh Segmentation - A Comparative Study.
Proceedings of the 2006 International Conference on Shape Modeling and Applications (SMI 2006), 2006

Semantic Human 3D Shapes Annotation for Animation.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Topological, Geometric and Structural Approaches to Enhance Shape Information.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

2005
What's in an image?
Vis. Comput., 2005

2004
Para-Graph: Graph-Based Parameterization of Triangle Meshes with Arbitrary Genus.
Comput. Graph. Forum, 2004

Blowing Bubbles for Multi-Scale Analysis and Decomposition of Triangle Meshes.
Algorithmica, 2004

Plumber: a method for a multi-scale decomposition of 3D shapes into tubular primitives and bodies.
Proceedings of the Ninth ACM Symposium on Solid Modeling and Applications, 2004

2003
An overview on properties and efficacy of topological skeletons in Shape Modelling.
Proceedings of the 2003 International Conference on Shape Modeling and Applications (SMI 2003), 2003

Triangle Mesh Duality: Reconstruction and Smoothing.
Proceedings of the Mathematics of Surfaces, 2003

3D Shape Matching through Topological Structures.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2002
Shape-Covering for Skeleton Extraction.
Int. J. Shape Model., 2002

Affine-Invariant Skeleton of 3D Shapes (color plates 1 and 2).
Proceedings of the 2002 International Conference on Shape Modeling and Applications (SMI 2002), 2002

Affine-Invariant Skeleton of 3D Shapes.
Proceedings of the 2002 International Conference on Shape Modeling and Applications (SMI 2002), 2002

Multi-resolution and slice-oriented feature extraction and segmentation of digitized data.
Proceedings of the Seventh ACM Symposium on Solid Modeling and Applications, 2002

2001
Feature Lines Reconstruction for Reverse Engineering.
Proceedings of the Digital Earth Moving, First International Symposium, 2001


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