Livia Marcellino

Orcid: 0000-0003-2319-8008

According to our database1, Livia Marcellino authored at least 52 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
Exploiting Julia for Parallel RBF-Based 3D Surface Reconstruction: A First Experience.
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

2023
Energy performance profiling of a GPU-based CPM implementation.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

A highly scalable high-performance Lagrangian transport and diffusion model for marine pollutants assessment.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022
GPU-CUDA Implementation of the Third Order Gaussian Recursive Filter.
SN Comput. Sci., 2022

An accelerated algorithm for ECG signal denoising.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Towards a GPU parallel software for environmental data fitting.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

First Experiences on Parallelizing Peer Methods for Numerical Solution of a Vegetation Model.
Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

A GPU-Based Algorithm for Environmental Data Filtering.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
Recursive filter based GPU algorithms in a Data Assimilation scenario.
J. Comput. Sci., 2021

A Novel GPU Implementation for Image Stripe Noise Removal.
Proceedings of the Intelligent Computing, 2021

A GPU Algorithm for Outliers Detection in TESS Light Curves.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
Coastal Marine Data Crowdsourcing Using the Internet of Floating Things: Improving the Results of a Water Quality Model.
IEEE Access, 2020

Accelerated Gaussian Convolution in a Data Assimilation Scenario.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
A GPU algorithm for tracking yeast cells in phase-contrast microscopy images.
Int. J. High Perform. Comput. Appl., 2019

Workflow-based automatic processing for Internet of Floating Things crowdsourced data.
Future Gener. Comput. Syst., 2019

A GPU-accelerated parallel K-means algorithm.
Comput. Electr. Eng., 2019

A Gaussian Recursive Filter Parallel Implementation with Overlapping.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

A GPU-CUDA Framework for Solving a Two-Dimensional Inverse Anomalous Diffusion Problem.
Proceedings of the Parallel Computing: Technology Trends, 2019

Performance Analysis of a Multicore Implementation for Solving a Two-Dimensional Inverse Anomalous Diffusion Problem.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
On GPU-CUDA as preprocessing of fuzzy-rough data reduction by means of singular value decomposition.
Soft Comput., 2018

A GPU Implementation of OLPCA Method in Hybrid Environment.
Int. J. Parallel Program., 2018

Parallel Implementation of a Machine Learning Algorithm on GPU.
Int. J. Parallel Program., 2018

A GPU parallel optimised blockwise NLM algorithm in a distributed computing system.
Int. J. High Perform. Comput. Netw., 2018

Marine bathymetry processing through GPGPU virtualization in high performance cloud computing.
Concurr. Comput. Pract. Exp., 2018

A GPU Parallel Algorithm for Image Denoising Based on Wavelet Transform Coefficients Thresholding.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

A Parallel Implementation of the Hestenes-Jacobi-One-Sides Method Using GPU-CUDA.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018

2017
A parallel PDE-based numerical algorithm for computing the Optical Flow in hybrid systems.
J. Comput. Sci., 2017

Modification of TV-ROF denoising model based on Split Bregman iterations.
Appl. Math. Comput., 2017

A GPU-Parallel Algorithm for Fast Hybrid BFS-DFS Graph Traversal.
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

First Experiences on an Accurate SPH Method on GPUs.
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

Processing of crowd-sourced data from an internet of floating things.
Proceedings of the 12th Workshop on Workflows in Support of Large-Scale Science, 2017

Using GPGPU Accelerated Interpolation Algorithms for Marine Bathymetry Processing with On-Premises and Cloud Based Computational Resources.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

An algorithm for Gaussian Recursive Filters in a Multicore Architecture.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Some remarks about a community open source Lagrangian pollutant transport and dispersion model.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

A virtualized software based on the NVIDIA cuFFT library for image denoising: performance analysis.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Numerical and Implementation Issues in Food Quality Modeling for Human Diseases Prevention.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
A GPU-Accelerated SVD Algorithm, Based on QR Factorization and Givens Rotations, for DWI Denoising.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

A novel Split Bregman algorithm for MRI denoising task in an e-Health system.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A GPU parallel implementation of the Local Principal Component Analysis overcomplete method for DW image denoising.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Local principal component analysis overcomplete method: A GPU parallel implementation combining shared and global memories.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

A GPU-Parallel Algorithm for ECG Signal Denoising Based on the NLM Method.
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016

GPU Profiling of Singular Value Decomposition in OLPCA Method for Image Denoising.
Proceedings of the Advances on P2P, 2016

2015
Toward a Multi-level Parallel Framework on GPU Cluster with PetSC-CUDA for PDE-based Optical Flow Computation.
Proceedings of the International Conference on Computational Science, 2015

A K-iterated scheme for the first-order Gaussian Recursive Filter with boundary conditions.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

A GPU Algorithm in a Distributed Computing System for 3D MRI Denoising.
Proceedings of the 10th International Conference on P2P, 2015

2014
An error estimate of Gaussian Recursive Filter in 3Dvar problem.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2011
A numerical algorithm for image sequence inpainting that preserves fine textures.
Int. J. Comput. Math., 2011

Numerical Solution of Diffusion Models in Biomedical Imaging on Multicore Processors.
Int. J. Biomed. Imaging, 2011

Integration of emerging computer technologies for an efficient image sequences analysis.
Integr. Comput. Aided Eng., 2011

Deconvolution of 3D Fluorescence Microscopy Images Using Graphics Processing Units.
Proceedings of the Parallel Processing and Applied Mathematics, 2011

2009
Real time ultrasound image sequence segmentation on multicores.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

2005
Su alcuni metodi numerici per il restauro automatico digitale di immagini.
PhD thesis, 2005


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