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
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition	INTERNATIONAL JOURNAL OF NEURAL SYSTEMS	2024
Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks	Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops	2024
BNNAction-Net: Binary Neural Network on Hands Gesture Recognitions	ACM SIGGRAPH 2024 Posters	2024
A Natural Interaction System for Medical Training through VR Technology	IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS)	2024
Evaluation of Denoising and Voxelization Algorithms on 3D Point Clouds	REMOTE SENSING	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

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 2015. In 2019, he obtained a Ph.D. in Computer Science and is a member of the Computer Vision Laboratory in the Department of Computer Science at the same University. His research interests include Human Behavior Analysis, Virtual and Augmented Reality, Multimodal Interaction, Natural Interaction, Machine Learning, and Deep Learning. All these interests are focused on the development of systems applied to the problem of behavior understanding. The main application area is the eXtended Reality (XR). He recently focused on Interactions, Locomotion, and Human-centered analysis in VR and Brain Computer Interface (BCI) integration. He is a member of IEEE and CVPL.

Keywords

computer vision

Human-Computer Interaction

Natural interaction

extended reality technology

virtual reality

augmented reality

Multimodal interaction

deep learning