Marina Paolanti

88 papers B 3C 2Journal 44Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Neural Rendering system for fashion design process. Eng. Appl. Artif. Intell. Emanuele Balloni, Lorenzo Stacchio, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti, Marina Paolanti
2025	J	`jnl`	Editorial: Artificial intelligence: the new frontier in digital humanities. Frontiers Comput. Sci. Emanuele Frontoni, Marina Paolanti, Lucia Migliorelli, Rocco Pietrini, Stavros Asimakopoulos
2025	—	`conf`	Ego and Exo Views for an Object-Level Human Behavior Analysis and Understanding Through Tracking in Retail Spaces. ICIAP (2) Alessandro Sebastiano Catinello, Matteo Dunnhofer, Giovanni Maria Farinella, Emanuele Frontoni, Antonino Furnari, Christian Micheloni, Marina Paolanti, Rocco Pietrini, Devis Salierno, Lorenzo Stacchio, Asfand Yaar
2025	J	`jnl`	Made-In: An immersive human-in-the-loop analytics platform for enhancing creative processes in fashion. Comput. Vis. Image Underst. Emanuele Balloni, Rocco Pietrini, Michele Sasso, Emanuele Frontoni, Marina Paolanti
2025	J	`jnl`	MineVRA: Exploring the Role of Generative AI-Driven Content Development in XR Environments through a Context-Aware Approach. IEEE Trans. Vis. Comput. Graph. Lorenzo Stacchio, Emanuele Balloni, Emanuele Frontoni, Marina Paolanti, Primo Zingaretti, Roberto Pierdicca
2025	J	`jnl`	OutfitAI: shop the outfit with a deep learning-based intelligent expert system. Multim. Tools Appl. Emanuele Balloni, Rocco Pietrini, Emanuele Frontoni, Adriano Mancini, Marina Paolanti
2025	J	`jnl`	RSplitzero: generalized zero-shot learning in remote sensing across attribute splits with single and multi-modal representations. Int. J. Digit. Earth Lorenzo Stacchio, Lindo Nepi, Marina Paolanti, Roberto Pierdicca
2025	J	`jnl`	RenderGAN: Enhancing Real-time Rendering Efficiency with Deep Learning. ACM Trans. Multim. Comput. Commun. Appl. Marco Mameli, Marina Paolanti, Adriano Mancini, Primo Zingaretti, Roberto Pierdicca
2024	—	`conf`	A Data-Centric Module for Neural Rendering. >ECCV Workshops (6) Emanuele Balloni, Lorenzo Stacchio, Lucrezia Gorgoglione, Marina Paolanti, Roberto Pierdicca, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti
2024	—	`conf`	Brain Visualizer: A Tool for EEG Data Processing and 3D Brain Activity Visualization. XR (2) Emanuele Balloni, Roberto Pierdicca, Marina Paolanti, Emiliano Santarnecchi
2024	J	`jnl`	Comparative assessment of Neural Rendering methods for the 3D reconstruction of complex heritage sites in the inner areas of the Marche region - Italy. Digit. Appl. Archaeol. Cult. Heritage Emanuele Balloni, David Ceka, Roberto Pierdicca, Marina Paolanti, Adriano Mancini, Primo Zingaretti
2024	—	`conf`	Deep Armocromia: A Novel Dataset for Face Seasonal Color Analysis and Classification. ECCV Workshops (1) Lorenzo Stacchio, Marina Paolanti, Francesca Spigarelli, Emanuele Frontoni
2024	J	`jnl`	DeepReality: An open source framework to develop AI-based augmented reality applications. Expert Syst. Appl. Roberto Pierdicca, Flavio Tonetto, Marina Paolanti, Marco Mameli, Riccardo Rosati, Primo Zingaretti
2024	J	`jnl`	Embedding AI ethics into the design and use of computer vision technology for consumer's behaviour understanding. Comput. Vis. Image Underst. Simona Tiribelli, Benedetta Giovanola, Rocco Pietrini, Emanuele Frontoni, Marina Paolanti
2024	J	`jnl`	Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation. Int. J. Digit. Earth Francesca Matrone, Marina Paolanti, Emanuele Frontoni, Roberto Pierdicca
2024	J	`jnl`	Ethical Framework to Assess and Quantify the Trustworthiness of Artificial Intelligence Techniques: Application Case in Remote Sensing. Remote. Sens. Marina Paolanti, Simona Tiribelli, Benedetta Giovanola, Adriano Mancini, Emanuele Frontoni, Roberto Pierdicca
2024	J	`jnl`	GREEN PATH: an expert system for space planning and design by the generation of human trajectories. Multim. Tools Appl. Marina Paolanti, Davide Manco, Rocco Pietrini, Emanuele Frontoni
2024	J	`jnl`	Generalizability and robustness evaluation of attribute-based zero-shot learning. Neural Networks Luca Rossi, Maria Chiara Fiorentino, Adriano Mancini, Marina Paolanti, Riccardo Rosati, Primo Zingaretti
2024	J	`jnl`	Shelf Management: A deep learning-based system for shelf visual monitoring. Expert Syst. Appl. Rocco Pietrini, Marina Paolanti, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti
2024	J	`jnl`	Social4Fashion: An intelligent expert system for forecasting fashion trends from social media contents. Expert Syst. Appl. Emanuele Balloni, Rocco Pietrini, Matteo Fabiani, Emanuele Frontoni, Adriano Mancini, Marina Paolanti
2024	—	`conf`	X-NR: Towards An Extended Reality-Driven Human Evaluation Framework for Neural-Rendering. XR (1) Lorenzo Stacchio, Emanuele Balloni, Lucrezia Gorgoglione, Marina Paolanti, Emanuele Frontoni, Roberto Pierdicca
2024	—	`conf`	XRAI-Ethics: Towards a Robust Ethical Analysis Framework for Extended Artificial Intelligence. ISMAR-Adjunct Lorenzo Stacchio, Roberto Pierdicca, Marina Paolanti, Primo Zingaretti, Emanuele Frontoni, Benedetta Giovanola, Simona Tiribelli
2023	—	`conf`	A Computer Vision-Based Water Level Monitoring System for Touchless and Sustainable Water Dispensing. ICIAP (1) Andrea Felicetti, Marina Paolanti, Rocco Pietrini, Adriano Mancini, Primo Zingaretti, Emanuele Frontoni
2023	—	`conf`	Artificial Intelligence for the analysis of Cultural Heritage point clouds. DH Marina Paolanti, Francesca Matrone, Tiberio Uricchio, Benedetta Giovanola, Emanuele Frontoni, Andrea Maria Lingua, Roberto Pierdicca
2023	J	`jnl`	Evaluating Learning Outcomes of Virtual Reality Applications in Education: A Proposal for Digital Cultural Heritage. ACM Journal on Computing and Cultural Heritage Marina Paolanti, Mariapaola Puggioni, Emanuele Frontoni, Lorella Giannandrea, Roberto Pierdicca
2023	—	`conf`	GeomEthics: Ethical Considerations About Using Artificial Intelligence in Geomatics. ICIAP Workshops (2) Ermanno Petrocchi, Simona Tiribelli, Marina Paolanti, Benedetta Giovanola, Emanuele Frontoni, Roberto Pierdicca
2023	—	`conf`	Precision Archaeology: a computational approach to archeological risk assessment. DH Roberto Pierdicca, Tiberio Uricchio, Matteo Tadolti, Marina Paolanti, Emanuele Frontoni, Roberto Perna
2022	—	`conf`	A Deep Learning-Based System for Product Recognition in Intelligent Retail Environment. ICIAP (2) Rocco Pietrini, Luca Rossi, Adriano Mancini, Primo Zingaretti, Emanuele Frontoni, Marina Paolanti
2022	J	`jnl`	An offline parallel architecture for forensic multimedia classification. Multim. Tools Appl. Luca Spalazzi, Marina Paolanti, Emanuele Frontoni
2022	J	`jnl`	BubblEX: An Explainable Deep Learning Framework for Point-Cloud Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Francesca Matrone, Marina Paolanti, Andrea Felicetti, Massimo Martini, Roberto Pierdicca
2022	J	`jnl`	Deep Learning Approaches for Fashion Knowledge Extraction From Social Media: A Review. IEEE Access Marco Mameli, Marina Paolanti, Rocco Pietrini, Giulia Pazzaglia, Emanuele Frontoni, Primo Zingaretti
2022	—	`conf`	FakeNED: A Deep Learning Based-System for Fake News Detection from Social Media. ICIAP Workshops (1) Laura Della Sciucca, Marco Mameli, Emanuele Balloni, Luca Rossi, Emanuele Frontoni, Primo Zingaretti, Marina Paolanti
2022	—	`conf`	MONstEr: A Deep Learning-Based System for the Automatic Generation of Gaming Assets. ICIAP Workshops (1) Michele Brocchini, Marco Mameli, Emanuele Balloni, Laura Della Sciucca, Luca Rossi, Marina Paolanti, Emanuele Frontoni, Primo Zingaretti
2022	—	`conf`	PergaNet: A Deep Learning Framework for Automatic Appearance-Based Analysis of Ancient Parchment Collections. ICIAP Workshops Marina Paolanti, Rocco Pietrini, Laura Della Sciucca, Emanuele Balloni, Benedetto Luigi Compagnoni, Antonella Cesarini, Luca Fois, Pierluigi Feliciati, Emanuele Frontoni
2022	J	`jnl`	SeSAME: Re-identification-based ambient intelligence system for museum environment. Pattern Recognit. Lett. Marina Paolanti, Roberto Pierdicca, Rocco Pietrini, Massimo Martini, Emanuele Frontoni
2022	J	`jnl`	Social media analytics system for action inspection on social networks. Soc. Netw. Anal. Min. Marco Mameli, Marina Paolanti, Christian Morbidoni, Emanuele Frontoni, Antonio Teti
2022	—	`conf`	StyleTrendGAN: A Deep Learning Generative Framework for Fashion Bag Generation. ICIAP Workshops Laura Della Sciucca, Emanuele Balloni, Marco Mameli, Emanuele Frontoni, Primo Zingaretti, Marina Paolanti
2022	—	`conf`	Trusted Data Forever: Is AI the Answer? EDBT/ICDT Workshops Emanuele Frontoni, Marina Paolanti, Tracey P. Lauriault, Michael Stiber, Luciana Duranti, Muhammad Abdul-Mageed
2022	J	`jnl`	Trusted Data Forever: Is AI the Answer? CoRR Emanuele Frontoni, Marina Paolanti, Tracey P. Lauriault, Michael Stiber, Luciana Duranti, Muhammad Abdul-Mageed
2021	C	`conf`	Detection and Classification of Defects in Plastic Components Using a Deep Learning Approach. IAS Marco Mameli, Marina Paolanti, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti
2021	J	`jnl`	Human trajectory prediction and generation using LSTM models and GANs. Pattern Recognit. Luca Rossi, Marina Paolanti, Roberto Pierdicca, Emanuele Frontoni
2021	—	`conf`	Immersive Insights: Virtual Tour Analytics System for Understanding Visitor Behavior. AVR Roberto Pierdicca, Michele Sasso, Flavio Tonetto, Francesca Bonelli, Andrea Felicetti, Marina Paolanti
2021	J	`jnl`	ScoolAR: An Educational Platform to Improve Students' Learning Through Virtual Reality. IEEE Access Mariapaola Puggioni, Emanuele Frontoni, Marina Paolanti, Roberto Pierdicca
2021	J	`jnl`	Tourism destination management using sentiment analysis and geo-location information: a deep learning approach. J. Inf. Technol. Tour. Marina Paolanti, Adriano Mancini, Emanuele Frontoni, Andrea Felicetti, Luca Marinelli, Ernesto Marcheggiani, Roberto Pierdicca
2020	—	`conf`	A Content Creation Tool for AR/VR Applications in Education: The ScoolAR Framework. AVR (2) Mariapaola Puggioni, Emanuele Frontoni, Marina Paolanti, Roberto Pierdicca, Eva Savina Malinverni, Michele Sasso
2020	J	`jnl`	A Visual Attentive Model for Discovering Patterns in Eye-Tracking Data - A Proposal in Cultural Heritage. Sensors Roberto Pierdicca, Marina Paolanti, Ramona Quattrini, Marco Mameli, Emanuele Frontoni
2020	—	`conf`	AI4AR: An AI-Based Mobile Application for the Automatic Generation of AR Contents. AVR (1) Roberto Pierdicca, Marina Paolanti, Emanuele Frontoni, Lorenzo Baraldi
2020	B	`conf`	Automatic Classification of Human Granulosa Cells in Assisted Reproductive Technology using vibrational spectroscopy imaging. ICPR Marina Paolanti, Marco Mameli, Emanuele Frontoni, Giorgia Gioacchini, Elisabetta Giorgini, Valentina Notarstefano, Carlotta Zacà, Oliana Carnevali, Andrea Bonarini
2020	J	`jnl`	Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation. ISPRS Int. J. Geo Inf. Francesca Matrone, Eleonora Grilli, Massimo Martini, Marina Paolanti, Roberto Pierdicca, Fabio Remondino
2020	—	`conf`	Data-Driven Knowledge Discovery in Retail: Evidences from the Vending Machine's Industry. ICPR Workshops (2) Luca Marinelli, Marina Paolanti, Lorenzo Nardi, Patrizia Gabellini, Emanuele Frontoni, Gian Luca Gregori
2020	J	`jnl`	Deep understanding of shopper behaviours and interactions using RGB-D vision. Mach. Vis. Appl. Marina Paolanti, Rocco Pietrini, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti
2020	J	`jnl`	Digital interaction with 3D archaeological artefacts: evaluating user's behaviours at different representation scales. Digit. Appl. Archaeol. Cult. Heritage Ramona Quattrini, Roberto Pierdicca, Marina Paolanti, Paolo Clini, Romina Nespeca, Emanuele Frontoni
2020	J	`jnl`	Learning from Synthetic Point Cloud Data for Historical Buildings Semantic Segmentation. ACM Journal on Computing and Cultural Heritage Christian Morbidoni, Roberto Pierdicca, Marina Paolanti, Ramona Quattrini, Raissa Mammoli
2020	J	`jnl`	Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0. Expert Syst. Appl. Luca Romeo, Jelena Loncarski, Marina Paolanti, Gianluca Bocchini, Adriano Mancini, Emanuele Frontoni
2020	J	`jnl`	Multidisciplinary Pattern Recognition applications: A review. Comput. Sci. Rev. Marina Paolanti, Emanuele Frontoni
2020	J	`jnl`	Open-World Person Re-Identification With RGBD Camera in Top-View Configuration for Retail Applications. IEEE Access Massimo Martini, Marina Paolanti, Emanuele Frontoni
2020	—	`conf`	People Counting on Low Cost Embedded Hardware During the SARS-CoV-2 Pandemic. ICPR Workshops (2) Giulia Pazzaglia, Marco Mameli, Luca Rossi, Marina Paolanti, Adriano Mancini, Primo Zingaretti, Emanuele Frontoni
2020	J	`jnl`	Point Cloud Semantic Segmentation Using a Deep Learning Framework for Cultural Heritage. Remote. Sens. Roberto Pierdicca, Marina Paolanti, Francesca Matrone, Massimo Martini, Christian Morbidoni, Eva Savina Malinverni, Emanuele Frontoni, Andrea Maria Lingua
2020	J	`jnl`	SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Inf. Matteo Calabrese, Martin Cimmino, Francesca Fiume, Martina Manfrin, Luca Romeo, Silvia Ceccacci, Marina Paolanti, Giuseppe Toscano, Giovanni Ciandrini, Alberto Carrotta, Maura Mengoni, Emanuele Frontoni, Dimos Kapetis
2020	B	`conf`	Weight Estimation from an RGB-D camera in top-view configuration. ICPR Marco Mameli, Marina Paolanti, Nicola Conci, Filippo Tessaro, Emanuele Frontoni, Primo Zingaretti
2019	—	`conf`	An IoT Edge-Fog-Cloud Architecture for Vision Based Planogram Integrity. ICDSC Rocco Pietrini, Davide Manco, Marina Paolanti, Valerio Placidi, Emanuele Frontoni, Primo Zingaretti
2019	—	`conf`	Automatic Generation of Point Cloud Synthetic Dataset for Historical Building Representation. AVR (1) Roberto Pierdicca, Marco Mameli, Eva Savina Malinverni, Marina Paolanti, Emanuele Frontoni
2019	J	`jnl`	Design, Large-Scale Usage Testing, and Important Metrics for Augmented Reality Gaming Applications. ACM Trans. Multim. Comput. Commun. Appl. Roberto Pierdicca, Emanuele Frontoni, Primo Zingaretti, Adriano Mancini, Jelena Loncarski, Marina Paolanti
2019	J	`jnl`	Identifying the use of a park based on clusters of visitors' movements from mobile phone data. J. Spatial Inf. Sci. Roberto Pierdicca, Marina Paolanti, Raffaele Vaira, Ernesto Marcheggiani, Eva Savina Malinverni, Emanuele Frontoni
2019	J	`jnl`	IoT and Engagement in the Ubiquitous Museum. Sensors Roberto Pierdicca, Manuel Marques-Pita, Marina Paolanti, Eva Savina Malinverni
2019	—	`conf`	Measuring and Assessing Augmented Reality Potential for Educational Purposes: SmartMarca Project. AVR (2) Emanuele Frontoni, Marina Paolanti, Mariapaola Puggioni, Roberto Pierdicca, Michele Sasso
2019	J	`jnl`	Robotic retail surveying by deep learning visual and textual data. Robotics Auton. Syst. Marina Paolanti, Luca Romeo, Massimo Martini, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti
2019	—	`conf`	Semantic 3D Object Maps for Everyday Robotic Retail Inspection. ICIAP Workshops Marina Paolanti, Roberto Pierdicca, Massimo Martini, Francesco Di Stefano, Christian Morbidoni, Adriano Mancini, Eva Savina Malinverni, Emanuele Frontoni, Primo Zingaretti
2019	J	`jnl`	Sharing health data among general practitioners: The Nu.Sa. project. Int. J. Medical Informatics Emanuele Frontoni, Adriano Mancini, Marco Baldi, Marina Paolanti, Sara Moccia, Primo Zingaretti, Vincenzo Landro, Paolo Misericordia
2019	—	`conf`	Visual and Textual Sentiment Analysis of Daily News Social Media Images by Deep Learning. ICIAP (1) Andrea Felicetti, Massimo Martini, Marina Paolanti, Roberto Pierdicca, Emanuele Frontoni, Primo Zingaretti
2018	—	`conf`	An Agent Based WCET Analysis for Top-View Person Re-Identification. RTcMAS@IJCAI Marina Paolanti, Valerio Placidi, Michele Bernardini, Andrea Felicetti, Rocco Pietrini, Emanuele Frontoni
2018	—	`conf`	CNN Implementation for Semantic Heads Segmentation Using Top-View Depth Data in Crowded Environment. RRPR Rocco Pietrini, Daniele Liciotti, Marina Paolanti, Emanuele Frontoni, Primo Zingaretti
2018	B	`conf`	Convolutional Networks for Semantic Heads Segmentation using Top-View Depth Data in Crowded Environment. ICPR Daniele Liciotti, Marina Paolanti, Rocco Pietrini, Emanuele Frontoni, Primo Zingaretti
2018	—	`conf`	Machine Learning approach for Predictive Maintenance in Industry 4.0. MESA Marina Paolanti, Luca Romeo, Andrea Felicetti, Adriano Mancini, Emanuele Frontoni, Jelena Loncarski
2018	—	`conf`	Machine learning-based approaches to analyse and improve the diagnosis of endothelial dysfunction. MESA Chiara Calamanti, Marina Paolanti, Luca Romeo, Michele Bernardini, Emanuele Frontoni
2018	J	`jnl`	Modelling and Forecasting Customer Navigation in Intelligent Retail Environments. J. Intell. Robotic Syst. Marina Paolanti, Daniele Liciotti, Rocco Pietrini, Adriano Mancini, Emanuele Frontoni
2018	J	`jnl`	Person Re-Identification with RGB-D Camera in Top-View Configuration through Multiple Nearest Neighbor Classifiers and Neighborhood Component Features Selection. Sensors Marina Paolanti, Luca Romeo, Daniele Liciotti, Rocco Pietrini, Annalisa Cenci, Emanuele Frontoni, Primo Zingaretti
2018	J	`jnl`	User-Centered Predictive Model for Improving Cultural Heritage Augmented Reality Applications: An HMM-Based Approach for Eye-Tracking Data. J. Imaging Roberto Pierdicca, Marina Paolanti, Simona Naspetti, Serena Mandolesi, Raffaele Zanoli, Emanuele Frontoni
2017	—	`conf`	A sensor fusion approach for measuring emotional customer experience in an intelligent retail environment. ICCE-Berlin Lucio Ciabattoni, Emanuele Frontoni, Daniele Liciotti, Marina Paolanti, Luca Romeo
2017	C	`conf`	Customer Experience: A Design Approach and Supporting Platform. PRO-VE Maura Mengoni, Emanuele Frontoni, Luca Giraldi, Silvia Ceccacci, Roberto Pierdicca, Marina Paolanti
2017	—	`conf`	Design of an interoperable framework with domotic sensors network integration. ICCE-Berlin Emanuele Frontoni, Daniele Liciotti, Marina Paolanti, Rama Pollini, Primo Zingaretti
2017	—	`conf`	Mobile robot for retail surveying and inventory using visual and textual analysis of monocular pictures based on deep learning. ECMR Marina Paolanti, Mirco Sturari, Adriano Mancini, Primo Zingaretti, Emanuele Frontoni
2017	—	`conf`	People Detection and Tracking from an RGB-D Camera in Top-View Configuration: Review of Challenges and Applications. ICIAP Workshops Daniele Liciotti, Marina Paolanti, Emanuele Frontoni, Primo Zingaretti
2017	—	`conf`	Robotic platform for deep change detection for rail safety and security. ECMR Mirco Sturari, Marina Paolanti, Emanuele Frontoni, Adriano Mancini, Primo Zingaretti
2017	—	`conf`	Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks. ICIAP (1) Marina Paolanti, Carolin Kaiser, René Schallner, Emanuele Frontoni, Primo Zingaretti
2016	—	`conf`	Automatic Analysis of Eye-Tracking Data for Augmented Reality Applications: A Prospective Outlook. AVR (2) Simona Naspetti, Roberto Pierdicca, Serena Mandolesi, Marina Paolanti, Emanuele Frontoni, Raffaele Zanoli
2016	—	`conf`	Optimal production planning by reusing components. MED Emanuele Frontoni, Fabrizio Marinelli, Marina Paolanti, Roberto Rosetti, Primo Zingaretti
2016	—	`conf`	Person Re-identification Dataset with RGB-D Camera in a Top-View Configuration. VAAM/FFER@ICPR Daniele Liciotti, Marina Paolanti, Emanuele Frontoni, Adriano Mancini, Primo Zingaretti