2025
Efficient adaptive ensembling for image classification.
Expert Syst. J. Knowl. Eng., January, 2025
2024
Harnessing topological machine learning in Raman spectroscopy: Perspectives for Alzheimer's disease detection via cerebrospinal fluid analysis.
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J. Frankl. Inst., 2024
Transforming Public Transport Through Responsible AI: Insight from the FAITH Project.
ERCIM News, 2024
High Dynamic Range Imaging via Visual Attention Modules.
IEEE Access, 2024
Advancing Sustainability: Research Initiatives at the Signals and Images Lab.
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Proceedings of the Ital-IA Intelligenza Artificiale, 2024
From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment.
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Proceedings of the Ital-IA Intelligenza Artificiale, 2024
Towards the actual deployment of robust, adaptable, and maintainable AI models for sustainable agriculture.
Proceedings of the Position Papers of the 19th Conference on Computer Science and Intelligence Systems, 2024
Plant-traits: how citizen science and artificial intelligence can impact natural science.
Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 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.
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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
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.
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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
Success and Hindrance Factors of AHA-Oriented Open Service Platforms.
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Proceedings of the Advances in Computational Collective Intelligence, 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.
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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.
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Proceedings of the Progress in Cultural Heritage Preservation, 2012
2011
THESAURUS: Techniques for Underwater Exploration and Archeology through Swarms of Autonomous Vehicles.
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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