26 July 2018

1. Bruno Profera. Studio dei descrittori geometrici per il riconoscimento facciale in 3D = Study of geometric descriptors for 3D facial recognition. Rel. Bartolomeo Montrucchio, Federica Marcolin. Politecnico di Torino, Master of science program in Computer Engineering, 2018
   

   

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20 September 2018

1. Romy Andrea Jadue Corral. Fetal face normotype from the analysis of 3D ultrasounds. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Mechanical Engineering, 2018
   

   

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26 October 2018

1. Elena Carlotta Olivetti. 3d Methodologies for Soft-Tissue Prediction of Maxillo-Facial Surgeries. Rel. Federica Marcolin, Enrico Vezzetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018

10 December 2018

1. Sara Nicotera. 3D Face Analysis Method for Soft Tissue Prediction in Maxillofacial Surgery. Rel. Enrico Vezzetti, Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018

14 December 2018

1. Giovanni Santantonio. 3D Facial and Cranial Model Construction from DICOM Data in Maxillo-Facial Surgery Applications. Rel. Federica Marcolin, Enrico Vezzetti, Sandro Moos. Politecnico di Torino, Master of science program in Computer Engineering, 2018

4 April 2019

1. Alberto Ferrando. Evaluating the zygoma shape changes in maxillo-facial surgeries - A 3D methodology. Rel. Federica Marcolin, Enrico Vezzetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2019

26 July 2019

1. Luca Di Grazia. A new protein characterization and classification method using 3D face recognition algorithms. Rel. Federica Marcolin, Jacek Adam Tuszynski. Politecnico di Torino, Master of science program in Computer Engineering, 2019

23 October 2019

1. Laura De Gennaro. A 3D Approach for the Evaluation of the Zygomatic Interventions in Maxillo-Facial Surgeries. Rel. Federica Marcolin, Enrico Vezzetti, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2019

27 March 2020

1. Federica Michienzi. Face Recognition and Its Multiple Applications. Rel. Federica Marcolin, Emilio Paolucci. Politecnico di Torino, Master of science program in Engineering And Management, 2020
   

   

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1 April 2020

1. Luca Zocco. Advanced HVI system for autonomous driving. Rel. Federica Marcolin, Sandro Moos, Stefano Tornincasa. Politecnico di Torino, Master of science program in Mechanical Engineering, 2020

28 July 2020

1. Deepeka Sabapathy. Riconoscimento delle emozioni attraverso lo studio del volto umano = Recognition of emotions through the study of the human face. Rel. Federica Marcolin, Enrico Vezzetti, Francesca Nonis. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2020

21 October 2020

1. Francesca Giada Antonaci. Automatic 3D facial expression recognition with ecologically valid 3D data. Rel. Federica Marcolin, Francesco Ferrise. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020

23 October 2020

1. Touseef Sadiq. Application of Face Recognition Methodologies to the Classification of Proteins. Rel. Federica Marcolin, Jacek Adam Tuszynski. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2020

2 December 2020

1. Umberto Cena. Driver state monitoring through physiologic and facial information - A case study in a virtual reality scenario. Rel. Federica Marcolin, Sandro Moos, Enrico Vezzetti. Politecnico di Torino, Master of science program in Automotive Engineering, 2020

16 December 2020

1. Antonio Camporeale. 3D analysis of soft tissue variations in maxillofacial surgeries. Rel. Federica Marcolin, Sandro Moos, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020

18 December 2020

1. Arian Yousefi Javan. Application of Face Recognition methodologies to the classification of proteins. Rel. Federica Marcolin, Jacek Adam Tuszynski. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2020

30 March 2021

1. Roberta Boschetti. ANALISI GEOMETRICA DELLE VARIAZIONI DEI TESSUTI MOLLI IN INTERVENTI CORRETTIVI DI CHIRURGIA MAXILLO-FACCIALE = GEOMETRIC ANALYSIS OF SOFT TISSUE VARIATIONS IN MAXILLOFACIAL SURGERY CORRECTIVE INTERVENTIONS. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021
2. Davide Tiddia. Predizione dei movimenti dei tessuti molli in interventi correttivi di chirurgia maxillo-facciale = Soft-tissue prediction movements in corrective maxillofacial surgery. Rel. Federica Marcolin, Pietro Piazzolla. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021

8 April 2021

1. Julius Wesley Gallo. Riconoscimento delle emozioni tramite lo studio del volto umano. Rel. Federica Marcolin, Federico Caviggioli. Politecnico di Torino, Master of science program in Engineering And Management, 2021
2. Matteo Calandra. Scenario brevettuale nel contesto dell'analisi emotiva ai fini del marketing = Patent landscape in the context of emotional analysis for marketing purposes. Rel. Federica Marcolin, Federico Caviggioli, Maria Grazia Violante. Politecnico di Torino, Master of science program in Engineering And Management, 2021

16 April 2021

1. Desiree Colasanti. Automatic analysis of experimental data for facial expression recognition in an ecologically valid database creation. Rel. Federica Marcolin, Enrico Vezzetti. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2021
2. Alba La Rosa. Virtual environments design methodology for spontaneous facial expression elicitation. Rel. Federica Marcolin, Francesco Ferrise. Politecnico di Torino, Master of science program in Cinema And Media Engineering, 2021
3. Laura Giglio. An investigation on the type of data for facial expression recognition. Rel. Federica Marcolin, Enrico Vezzetti. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2021

19 July 2021

1. Simona Cannizzaro. Can Virtual Reality evoke emotions? A case study on emotional expressions induced by ten newly developed affective environments. Rel. Federica Marcolin, Francesco Ferrise. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021

21 July 2021

1. Federico Porcu. Il riconoscimento delle emozioni dall’espressione facciale nei settori Healthcare ed Education-Learning: scenario tecnologico = The recognition of emotions from facial expression in the Healthcare and Education-Learning sectors: technological scenario. Rel. Federico Caviggioli, Federica Marcolin. Politecnico di Torino, Master of science program in Engineering And Management, 2021
   

   

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27 July 2021

1. Gabriele Marsocci. Emotion elicitation with virtual reality. Rel. Federica Marcolin, Francesco Ferrise. Politecnico di Torino, Master of science program in Cinema And Media Engineering, 2021

20 October 2021

1. Michela Putzu. Representation of valence-arousal-dominance in the facial expression recognition application scenario. Rel. Federica Marcolin, Francesco Ferrise. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021

15 December 2021

1. Emanuele Cadeddu. MI-TO: a 3-D database of spontaneous facial expressions. Rel. Federica Marcolin, Francesca Nonis, Francesco Ferrise. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021

17 December 2021

1. Ilaria Brando. L’influenza cromatica nelle emozioni: Studio emotivo mediante l’uso di dati EEG sulla percezione delle emozioni umane in contesti di Virtual Reality = Chromatic influence in emotions: Emotional study through the use of EEG data on the perception of human emotions in Virtual Reality contexts. Rel. Federica Marcolin, Ivonne Angelica Castiblanco Jimenez. Politecnico di Torino, Bachelor program in Design And Visual Communication, 2021

24 March 2022

1. Francesca De Sio. A 3D facial prediction methodology for patients undertaking dental malocclusion correction surgeries. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022

22 July 2022

1. Timotheos Vassiliou. Emotional design in the creation of Spaces: A study on the Emotional Affect of Visual-Spatial Scale and Geometric Form variations in Built Environments. Rel. Federica Marcolin, Ivonne Angelica Castiblanco Jimenez. Politecnico di Torino, Master of science program in Architecture Construction City, 2022

27 July 2022

1. Serena Lenti. Valutazione geometrica delle variazioni dei tessuti molli negli interventi correttivi di malocclusioni dentali. Rel. Federica Marcolin, Elena Carlotta Olivetti, Sandro Moos. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022
2. Lucia Chiara D'Agostino. A new protein characterization and classification method using 3D face recognition algorithms. Rel. Federica Marcolin, Jacek Adam Tuszynski. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022

12 October 2022

1. Francesco Pio Della Monica. Applicabilità del Monitoraggio Emotivo al settore logistico = Applicability of Emotional Monitoring in the Logistics Industry. Rel. Federica Marcolin, Giulio Mangano. Politecnico di Torino, Master of science program in Engineering And Management, 2022

26 October 2022

1. Luca Lanza. Face Reconigtion, Quantification and Measurement of Facial Expressions with Facial Landmarks. Rel. Federica Marcolin, Luca Ulrich. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022

28 October 2022

1. Elena Ruggi. Emotion Recognition: a study case on identifying VR induced emotional states by using EEG signals. Rel. Federica Marcolin, Luca Ulrich. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2022

2 December 2022

1. Shucheng Wang. Neural networks for the recognition of 3D facial expressions. Rel. Federica Marcolin, Luca Ulrich. Politecnico di Torino, Master of science program in Automotive Engineering, 2022

16 December 2022

1. Marta Ferraro. Progettazione di un sistema grafico per la valorizzazione dei risultati di un esperimento sul riconoscimento emotivo = Design of a graphic system for the valorisation of the results of an emotion recognition experiment. Rel. Federica Marcolin. Politecnico di Torino, Bachelor program in Design And Visual Communication, 2022

21 April 2023

1. Anna Di Lorenzo. Use of a multimodal Neural Network to investigate cultural and gender biases in affective stimuli of a novel facial expression database. Rel. Federica Marcolin, Luca Ulrich, Alberto Raposo, Daniel Mograbi. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
2. Fabio Tatti. An emotional coherence analysis with a multimodal Neural Network. A study based on a novel affective database of facial expression. Rel. Federica Marcolin, Luca Ulrich, Alberto Raposo, Daniel Mograbi. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023

28 July 2023

1. Benedetta Mazzetti. Studiare lo stress con l'EEG in ambienti in Realtà Virtuale = Studying stress with EEG in Virtual Reality environments. Rel. Federica Marcolin, Luca Ulrich, Ivonne Angelica Castiblanco Jimenez. Politecnico di Torino, Master of science program in Cinema And Media Engineering, 2023

24 October 2023

1. Martina Mancini. Analysis of stress condition through EEG in Virtual Reality. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023
2. Martina Froio. Application of Facial Emotion Recognition Techniques to the Study of Contagious Emotions via Global Face Analysis. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023
3. Lorenzo Morizio. Exploring Contagious Emotions via Ekman’s Action Units. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023
4. Bruno Manuel Pirrello. TIMING OF FACIAL EXPRESSIONS: A FOCUS ON MICRO-EXPRESSIONS AND SELF-SOOTHING MECHANISMS. Rel. Federica Marcolin, Francesca Nonis, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023

13 December 2023

1. Martina Martinengo. Studying stress via skin conductance in Virtual Reality environments. Rel. Federica Marcolin, Ivonne Angelica Castiblanco Jimenez. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023
2. Andrea D'Alterio. A Yawning Journey: A Study on Contagious Emotions via Facial Electromyography. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023

25 March 2024

1. Fabio Tiberto. Applicazione di metodologie di Face Recognition alla classificazione delle proteine dell'Alzheimer = Application of Face Recognition methodologies to Alzheimer's protein classification. Rel. Federica Marcolin, Jacek Adam Tuszynski, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
2. Federica Scalfaro. Comparative Analysis of Computer Vision Approaches for Facial Expression Recognition. Rel. Federica Marcolin, Igor Simone Stievano, Riccardo Trinchero, Enrico Vezzetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

11 April 2024

1. Ivan Ferraro. AI methods for emotional contagion recognition. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2024
2. Roberto Antonio Di Noia. Quantum Machine Learning for Facial Expression Recognition. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2024

23 July 2024

1. Alessio Lachello. Analysis of Skin Conductance in a Stress-Inducing Virtual Reality Experiment. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti, Francesca Nonis. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
2. Giorgia Passavanti. Assessing EEG Responses to Stress in Virtual Reality Scenarios. Rel. Federica Marcolin, Alessia Celeghin, Francesca Nonis, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
3. Alessia Gungui. Creating a Virtual Environment to Simulate Hemianopsia: Eye Tracking-Based Analysis of Visual Exploration. Rel. Federica Marcolin, Alessia Celeghin, Francesca Nonis, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
4. Silvia Rey. Creation of a VR Environment for the Simulation of the Visual Defect in Hemianoptic Patients and Analysis of Alpha Waves in EEG. Rel. Federica Marcolin, Francesca Nonis, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
5. Giovanni Bolettieri. Unveiling Human Emotions: Analysing Emotional Contagion through Electrodermal Activity via Machine Learning Techniques. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

26 July 2024

1. Renju Wang. Understanding and Recognizing Facial Expressions based on Deep Learning. Rel. Federica Marcolin, Francesca Nonis. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2024

16 October 2024

1. Manuela Arias Sanchez. Exploring Factors of Technology Acceptance: Integrating Emotional Monitoring Technologies in the Logistics Industry. Rel. Federica Marcolin, Ivonne Angelica Castiblanco Jimenez, Giulio Mangano. Politecnico di Torino, Master of science program in Engineering And Management, 2024

22 October 2024

1. Ludovico Triolo. Studying hemianopia via skin conductance in Virtual Reality environments. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti, Francesca Nonis. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

31 October 2024

1. Emanuele Raimondo. A NEW NEURAL NETWORK ARCHITECTURE FOR FACIAL EXPRESSION RECOGNITION. Rel. Federica Marcolin. Politecnico di Torino, Master of science program in Computer Engineering, 2024

10 December 2024

1. Alessio Giordano. Comparative Analysis of EEG Signal Processing Methods for Emotion Recognition: Towards a Standardized Procedure. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
2. Federica Papa. Hand gesture analysis for rehabilitation. Rel. Federica Marcolin, Fabio Guido Mario Salassa. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

13 December 2024

1. Gemma Loreti. Application of Face Recognition and Deep Learning methodologies to Protein Classification. Rel. Federica Marcolin, Jacek Adam Tuszynski. Politecnico di Torino, Master of science program in Computer Engineering, 2024

21 March 2025

1. Adele Roggia. A Comparison of Deep Learning and Human Visual Attention in Facial Expression Recognition: An Eye-Tracking and Explainable AI Approach. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
2. Roberto Lombardino. Development and Validation of a Python Algorithm for EEG-Based Emotion Recognition: A Comparison Study with Specifically Designed MATLAB Toolboxes. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
3. Alfonso De Gennaro. "From Deep Learning to Human Perception: A Comparative Study on Saliency Maps in Facial Expression Recognition". Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
4. Robjona Toska. Investigating the Impact of a Simulated Gaze-Contingent Central Scotoma on Eye Movements Using Augmented Reality. Rel. Federica Marcolin, Alessia Celeghin, Francesca Nonis. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
5. Fabio Cammarota. Multimodal Stress Assessment: From Signal Analysis to Industrial Application. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

11 April 2025

1. Federica Amato. Facial Expression Recognition: Performance and Saliency Map Comparison Between Humans and CNNs. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Computer Engineering, 2025

23 July 2025

1. Cesare Pastore. "Computational Analysis of Phosphorylated Tau Protein Surfaces Using Geometric Descriptors: Reconstruction Strategies and Pattern Discovery in Molecular Dynamics Simulations". Rel. Federica Marcolin, Jacek Adam Tuszynski. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
2. Alessandra Nasi. Construction of a Patient-Specific 3D Symmetry Facial Mask for Planning and Assessment in Maxillofacial Surgery. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
3. Mattia Iorio. Design of a Sensorized Safety Helmet for Stress and Fatigue Assessment via Real-Time Oculometric Activity. Rel. Federica Marcolin, Sandro Moos, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
4. Sara Venezia. Differentiating levels of awareness: an EEG and time-frequency analysis of subliminal, preconscious and conscious processing. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
5. Nicolo' Zuddas. Exploring different stages of consciousness using a temporal analysis of EEG signals. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
6. Allegra Biagini. Gesture recognition and performance analysis in piano practice using morphometric measures and machine learning. Rel. Federica Marcolin, Fabio Guido Mario Salassa. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
7. Salvatore Mattia Sutera. Implementation of a Real-Time EDA Processing Tool to Assess Cognitive Workload. Rel. Federica Marcolin, Sandro Moos, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
8. Elisabetta Furlan. Three-dimensional quantification and assessment of facial asymmetry in patients undertaking maxillofacial surgeries. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

25 July 2025

1. Antonio Ferrigno. Emotions Engineering: Development of Multimodal Systems for Affective Classification and Stress State Detection through Machine Learning and Deep Learning. Rel. Elena Carlotta Olivetti, Federica Marcolin. Politecnico di Torino, Master of science program in Computer Engineering, 2025

4 December 2025

1. Francesca Muci. Cortical processing of emotional faces via EEG. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
2. Ivana Manganello. Emotional Contagion: An Analysis of Unimodal and Multimodal Approaches Based on Facial Morphometric and Electromyographic Features. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
3. Francesca Meini. Evaluation of the accuracy of surgical planning and development of a geometric-statistical model for the prediction of soft tissue in maxillofacial surgery. Rel. Elena Carlotta Olivetti, Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
4. Stefano Palermo. Near Real-Time Feasibility of Advanced EEG Artifact Removal Techniques. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025