Davide Moroni

Orcid: 0000-0002-5175-5126

According to our database1, Davide Moroni authored at least 83 papers between 2006 and 2024.

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Bibliography

2024
Harnessing topological machine learning in Raman spectroscopy: Perspectives for Alzheimer's disease detection via cerebrospinal fluid analysis.
J. Frankl. Inst., 2024

High Dynamic Range Imaging via Visual Attention Modules.
IEEE Access, 2024


From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2023
Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare.
Comput. Intell., December, 2023

Editorial: Artificial intelligence in point of care diagnostics.
Frontiers Digit. Health, May, 2023

A Topological Machine Learning Pipeline for Classification.
CoRR, 2023

Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning.
CoRR, 2023

Are We Using Autoencoders in a Wrong Way?
CoRR, 2023

AI-RIDE: A Multi-Camera System for the Evaluation of Motorcycle Driving Test.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Deep learning methods for point-of-care ultrasound examination.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

A Novel Smart Camera Network for Real Time Public Transport Monitoring and Surveillance.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Supervised Image Segmentation for High Dynamic Range Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2023

Medical Waste Sorting: A Computer Vision Approach For Assisted Primary Sorting.
Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient Deep Learning Approach for Olive Disease Classification.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022
A Case Study of Upper Limb Robotic-Assisted Therapy Using the Track-Hold Device.
Sensors, 2022

Test and Validation of a Multi-Block Solution for Improved Tracking in Outdoor Scenarios: A Case Study in the Pinocchio Park.
Inf., 2022

Improving plant disease classification by adaptive minimal ensembling.
Frontiers Artif. Intell., 2022

Privacy by design in systems for assisted living, personalised care, and wellbeing: A stakeholder analysis.
Frontiers Digit. Health, 2022

Efficient Adaptive Ensembling for Image Classification.
CoRR, 2022

Towards Multi-Camera System for the Evaluation of Motorcycle Driving Test.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

An intelligent platform of services based on multimedia understanding and telehealth for supporting the management of SARS-CoV-2 multi-pathological patients.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

ARTiCo - AR in Tissue Converting.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

A mobile crowdsensing app for improved maritime security and awareness.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Toward Pervasive Computer Vision for Intelligent Transport System.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Revisiting Ensembling for Improving the Performance of Deep Learning Models.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021
A System for Neuromotor Based Rehabilitation on a Passive Robotic Aid.
Sensors, 2021

The Use of Saliency in Underwater Computer Vision: A Review.
Remote. Sens., 2021


2020
Thermal vulnerability detection in integrated electronic and photonic circuits using IR thermography.
CoRR, 2020

Monitoring Ancient Buildings: Real Deployment of an IoT System Enhanced by UAVs and Virtual Reality.
IEEE Access, 2020

Learning Topology: Bridging Computational Topology and Machine Learning.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Factory Maintenance Application Using Augmented Reality.
Proceedings of the APPIS 2020: 3rd International Conference on Applications of Intelligent Systems, 2020

2019
Fault Detection in Power Equipment via an Unmanned Aerial System Using Multi Modal Data.
Sensors, 2019

From human mesenchymal stromal cells to osteosarcoma cells classification by deep learning.
J. Intell. Fuzzy Syst., 2019

Augmented Reality for Tissue Converting Maintenance.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Architectural Heritage: 3D Documentation and Structural Monitoring Using UAV.
Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), 2019

Smart Cities: Parking Monitoring Through Smart Cameras.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Smart cities monitoring through wireless smart cameras.
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

A preliminary study for a marker-based crack monitoring in ancient structures.
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

A dynamic and scalable solution for improving daily life safety.
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

2018
Long-Term Monitoring of Crack Patterns in Historic Structures Using UAVs and Planar Markers: A Preliminary Study.
J. Imaging, 2018

To Identify Hot Spots in Power Lines Using Infrared and Visible Sensors.
Proceedings of the Multimedia and Network Information Systems, 2018

Towards Structural Monitoring and 3D Documentation of Architectural Heritage Using UAV.
Proceedings of the Multimedia and Network Information Systems, 2018

Deep Learning Approach to Human Osteosarcoma Cell Detection and Classification.
Proceedings of the Multimedia and Network Information Systems, 2018

A Wireless Smart Camera Network for Parking Monitoring.
Proceedings of the IEEE Globecom Workshops, 2018

2017
An Intelligent Cooperative Visual Sensor Network for Urban Mobility.
Sensors, 2017

UAVs and UAV Swarms for Civilian Applications: Communications and Image Processing in the SCIADRO Project.
Proceedings of the Wireless and Satellite Systems, 2017

Environmental Monitoring Integrated with a Proactive Marine Information System.
Proceedings of the IWCIM 2017, 2017

Computational Topology to Monitor Human Occupancy.
Proceedings of the IWCIM 2017, 2017

Towards Multimodal Surveillance for Smart Building Security.
Proceedings of the IWCIM 2017, 2017

2016
3D image reconstruction using Radon transform.
Signal Image Video Process., 2016

Marine virtual environment to access underwater cultural heritage.
Proceedings of the International Workshop on Computational Intelligence for Multimedia Understanding, 2016

A smart device for monitoring railway tracks in remote areas.
Proceedings of the International Workshop on Computational Intelligence for Multimedia Understanding, 2016

2015
Lightweight Computer Vision Methods for Traffic Flow Monitoring on Low Power Embedded Sensors.
Proceedings of the VISAPP 2015, 2015

Semeoticons - reading the face code of cardio-metabolic risk.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

An Infrastructure for Integrated Management of Urban Railway Crossing Areas.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Computer Vision on Embedded Sensors for Traffic Flow Monitoring.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Towards a Robust System Helping Underwater Archaeologists Through the Acquisition of Geo-referenced Optical and Acoustic Data.
Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Signal Processing for Underwater Archaeology.
Proceedings of the IMTA-5 2015, 2015

Experimenting an Embedded-sensor Network for Early Warning of Natural Risks Due to Fast Failures along Railways.
Proceedings of the IMTA-5 2015, 2015

2014
Radon transform: Image reconstruction and identification of noise and instrumental artifacts.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013
ARGO Sentinel: The Mobile App for Reporting Oil Spillages at Sea.
ERCIM News, 2013

2012
Image Reconstruction and Identification of Noise and Instrumental Artifacts using Radon Transform - A challenge for Medical Imaging Techniques.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2012

Thesaurus Project: Design of New Autonomous Underwater Vehicles for Documentation and Protection of Underwater Archaeological Sites.
Proceedings of the Progress in Cultural Heritage Preservation, 2012

2011
THESAURUS: Techniques for Underwater Exploration and Archeology through Swarms of Autonomous Vehicles.
Proceedings of the 12th International Symposium on Virtual Reality, 2011

Real Time Image Analysis for Infomobility.
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

Computational Methods for Pericardial Fat Evaluation.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011

2010
A Knowledge-based Infrastructure for the Management of Diagnostic Imaging Procedures in the Heart Failure Domain.
Trans. Mass Data Anal. Images Signals, 2010

Decision support in heart failure through processing of electro- and echocardiograms.
Artif. Intell. Medicine, 2010

2009
Regional Epicardial Fat Measurement: Computational Methods for Cardiac CT Imaging.
Trans. Mass Data Anal. Images Signals, 2009

A Decision Support System for Aiding Heart Failure Management.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008
Active Video Surveillance Based on Stereo and Infrared Imaging.
EURASIP J. Adv. Signal Process., 2008

A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure.
Proceedings of the 2008 International Conference on Semantic Web & Web Services, 2008

Multi-scale Representation and Persistency for Shape Description.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008

Biomedical Signal and Image Processing for Decision Support in Heart Failure.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008

Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case.
Proceedings of the First International Conference on Health Informatics, 2008

2007
Extraction and Deployment of New Features for Cardiac Shape and Function Representation.
ERCIM News, 2007

Deformable structures localization and reconstruction in 3D images.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

An Approach to Decision Support in Heart Failure.
Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari, 2007

A General Approach to Shape Characterization for Biomedical Problems.
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007

2006
Shape Comparison and Deformation Analysis in Biomedical Applications.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

Combinatorial Relations for Digital Pictures.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006


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