Marco Raoul Marini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
FaceVision-GAN: A 3D Model Face Reconstruction Method from a Single Image Using GANs	In Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods	2024
Distilled Gradual Pruning with Pruned Fine-tuning	IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE	2024
Archaeobotany and Bioanthropology: The Potential of VR and 3D Printing in the Enhancement of Archaeological Organic Remains	PROCEEDINGS	2024
A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization	SENSORS	2023
Enhancement and Communication of Ancient Human Remains through VR: The Case Study of Sexual Dimorphism in the Human Skull	HERITAGE	2023
The NuragAI project: Artificial Intelligence-driven Image Analysis of Sardinia Landscape, Searching for Unknown Monuments	Eurographics Workshop on Graphics and Cultural Heritage	2023
A Novel Low Cybersickness Dynamic Rotation Gain Enhancer based on Spatial Position and Orientation in Virtual Environments	VIRTUAL REALITY	2023
Hand Gesture Recognition Exploiting Handcrafted Features and LSTM	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2023
Keyrtual: A Lightweight Virtual Musical Keyboard Based on RGB-D and Sensors Fusion	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2023
Low-altitude aerial video surveillance via one-class svm anomaly detection from textural features in uav images	INFORMATION	2022
Few-Shot Object Detection: A Survey	ACM COMPUTING SURVEYS	2022
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images	COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE	2022
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2022
Analyzing EEG Data with Machine and Deep Learning: A Benchmark	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2022
Real-time deep learning method for automated detection and localization of structural defects in manufactured products	COMPUTERS & INDUSTRIAL ENGINEERING	2022
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification	PATTERN RECOGNITION LETTERS	2021
MIFTel: a multimodal interactive framework based on temporal logic rules	MULTIMEDIA TOOLS AND APPLICATIONS	2020
An interactive and low-cost full body rehabilitation framework based on 3D Immersive Serious Games	JOURNAL OF BIOMEDICAL INFORMATICS	2019
A shape comparison reinforcement method based on feature extractors and F1-Score	2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)	2019
A Rover-based System for Searching Encrypted Targets in Unknown Environments	Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,	2018

Interessi di ricerca

Marco Raoul Marini received the B.Sc and the M.Sc. (cum laude) in Computer Science from Sapienza University, Rome, Italy, in 2013 and 2015. In 2019 he obtained the PhD in Computer Science and he is a member of the Computer Vision Laboratory in the Department of Computer Science at the same University. His research interests include Computer Vision, Human Behavior Analysis, 3D Modelling, Virtual and Augmented Reality, Multimodal Interaction, Natural Interaction, Machine Learning and Deep Learning. All these interests are focused to the development of systems applied to the problem of behavior understanding. He is a member of IEEE and CVPL.

Keywords

computer vision

Human-Computer Interaction

Multimodal interaction

Natural interaction

virtual reality

augmented reality

deep learning