Marina Paolanti

Orcid: 0000-0002-5523-7174

According to our database1, Marina Paolanti authored at least 65 papers between 2016 and 2023.

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

Timeline

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Bibliography

2023
Evaluating Learning Outcomes of Virtual Reality Applications in Education: A Proposal for Digital Cultural Heritage.
ACM Journal on Computing and Cultural Heritage, June, 2023

GeomEthics: Ethical Considerations About Using Artificial Intelligence in Geomatics.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

A Computer Vision-Based Water Level Monitoring System for Touchless and Sustainable Water Dispensing.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Precision Archaeology: a computational approach to archeological risk assessment.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

Artificial Intelligence for the analysis of Cultural Heritage point clouds.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

2022
BubblEX: An Explainable Deep Learning Framework for Point-Cloud Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Social media analytics system for action inspection on social networks.
Soc. Netw. Anal. Min., 2022

SeSAME: Re-identification-based ambient intelligence system for museum environment.
Pattern Recognit. Lett., 2022

An offline parallel architecture for forensic multimedia classification.
Multim. Tools Appl., 2022

Deep Learning Approaches for Fashion Knowledge Extraction From Social Media: A Review.
IEEE Access, 2022

FakeNED: A Deep Learning Based-System for Fake News Detection from Social Media.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

StyleTrendGAN: A Deep Learning Generative Framework for Fashion Bag Generation.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

A Deep Learning-Based System for Product Recognition in Intelligent Retail Environment.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

PergaNet: A Deep Learning Framework for Automatic Appearance-Based Analysis of Ancient Parchment Collections.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

MONstEr: A Deep Learning-Based System for the Automatic Generation of Gaming Assets.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Trusted Data Forever: Is AI the Answer?
Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

2021
Human trajectory prediction and generation using LSTM models and GANs.
Pattern Recognit., 2021

Tourism destination management using sentiment analysis and geo-location information: a deep learning approach.
J. Inf. Technol. Tour., 2021

ScoolAR: An Educational Platform to Improve Students' Learning Through Virtual Reality.
IEEE Access, 2021

Detection and Classification of Defects in Plastic Components Using a Deep Learning Approach.
Proceedings of the Intelligent Autonomous Systems 16, 2021

Immersive Insights: Virtual Tour Analytics System for Understanding Visitor Behavior.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2021

2020
A Visual Attentive Model for Discovering Patterns in Eye-Tracking Data - A Proposal in Cultural Heritage.
Sensors, 2020

Point Cloud Semantic Segmentation Using a Deep Learning Framework for Cultural Heritage.
Remote. Sens., 2020

Deep understanding of shopper behaviours and interactions using RGB-D vision.
Mach. Vis. Appl., 2020

Learning from Synthetic Point Cloud Data for Historical Buildings Semantic Segmentation.
ACM Journal on Computing and Cultural Heritage, 2020

SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0.
Inf., 2020

Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation.
ISPRS Int. J. Geo Inf., 2020

Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0.
Expert Syst. Appl., 2020

Digital interaction with 3D archaeological artefacts: evaluating user's behaviours at different representation scales.
Digit. Appl. Archaeol. Cult. Heritage, 2020

Multidisciplinary Pattern Recognition applications: A review.
Comput. Sci. Rev., 2020

Open-World Person Re-Identification With RGBD Camera in Top-View Configuration for Retail Applications.
IEEE Access, 2020

People Counting on Low Cost Embedded Hardware During the SARS-CoV-2 Pandemic.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Automatic Classification of Human Granulosa Cells in Assisted Reproductive Technology using vibrational spectroscopy imaging.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Data-Driven Knowledge Discovery in Retail: Evidences from the Vending Machine's Industry.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Weight Estimation from an RGB-D camera in top-view configuration.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Content Creation Tool for AR/VR Applications in Education: The ScoolAR Framework.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2020

AI4AR: An AI-Based Mobile Application for the Automatic Generation of AR Contents.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2020

2019
Design, Large-Scale Usage Testing, and Important Metrics for Augmented Reality Gaming Applications.
ACM Trans. Multim. Comput. Commun. Appl., 2019

IoT and Engagement in the Ubiquitous Museum.
Sensors, 2019

Robotic retail surveying by deep learning visual and textual data.
Robotics Auton. Syst., 2019

Identifying the use of a park based on clusters of visitors' movements from mobile phone data.
J. Spatial Inf. Sci., 2019

Sharing health data among general practitioners: The Nu.Sa. project.
Int. J. Medical Informatics, 2019

Semantic 3D Object Maps for Everyday Robotic Retail Inspection.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Visual and Textual Sentiment Analysis of Daily News Social Media Images by Deep Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

An IoT Edge-Fog-Cloud Architecture for Vision Based Planogram Integrity.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

Automatic Generation of Point Cloud Synthetic Dataset for Historical Building Representation.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2019

Measuring and Assessing Augmented Reality Potential for Educational Purposes: SmartMarca Project.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2019

2018
Person Re-Identification with RGB-D Camera in Top-View Configuration through Multiple Nearest Neighbor Classifiers and Neighborhood Component Features Selection.
Sensors, 2018

Modelling and Forecasting Customer Navigation in Intelligent Retail Environments.
J. Intell. Robotic Syst., 2018

User-Centered Predictive Model for Improving Cultural Heritage Augmented Reality Applications: An HMM-Based Approach for Eye-Tracking Data.
J. Imaging, 2018

CNN Implementation for Semantic Heads Segmentation Using Top-View Depth Data in Crowded Environment.
Proceedings of the Reproducible Research in Pattern Recognition, 2018

Machine Learning approach for Predictive Maintenance in Industry 4.0.
Proceedings of the 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2018

Machine learning-based approaches to analyse and improve the diagnosis of endothelial dysfunction.
Proceedings of the 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2018

An Agent Based WCET Analysis for Top-View Person Re-Identification.
Proceedings of the 1st International Workshop on Real-Time compliant Multi-Agent Systems co-located with the Federated Artificial Intelligence Meeting, 2018

Convolutional Networks for Semantic Heads Segmentation using Top-View Depth Data in Crowded Environment.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Customer Experience: A Design Approach and Supporting Platform.
Proceedings of the Collaboration in a Data-Rich World, 2017

Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

People Detection and Tracking from an RGB-D Camera in Top-View Configuration: Review of Challenges and Applications.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Design of an interoperable framework with domotic sensors network integration.
Proceedings of the 7th IEEE International Conference on Consumer Electronics - Berlin, 2017

A sensor fusion approach for measuring emotional customer experience in an intelligent retail environment.
Proceedings of the 7th IEEE International Conference on Consumer Electronics - Berlin, 2017

Robotic platform for deep change detection for rail safety and security.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

Mobile robot for retail surveying and inventory using visual and textual analysis of monocular pictures based on deep learning.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

2016
Person Re-identification Dataset with RGB-D Camera in a Top-View Configuration.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Optimal production planning by reusing components.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Automatic Analysis of Eye-Tracking Data for Augmented Reality Applications: A Prospective Outlook.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2016


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