Publications

Vision-enhanced Peg-in-Hole for Automotive Body Parts using Semantic Image Segmentation and Object Detection
M. Sileo, N. Capece, M. Gruosso, M. Nigro, D. Bloisi, F. Pierri, and U. Erra
Engineering Applications of Artificial Intelligence, 2024
DOI: 10.1016/j.engappai.2023.107486
TreeSketchNet: From Sketch To 3D Tree Parameters Generation
G. Manfredi, N. Capece, U. Erra, and M. Gruosso
ACM Transactions on Intelligent Systems and Technology, 2023
DOI: 10.1145/3579831
Egocentric Upper Limb Segmentation in Unconstrained Real-Life Scenarios
M. Gruosso, N. Capece, and U. Erra
Virtual Reality, 2022
DOI: 10.1007/s10055-022-00725-4
[Web Page]
Solid and Effective Upper Limb Segmentation in Egocentric Vision
M. Gruosso, N. Capece, and U. Erra
in 2021 ACM 26th International Conference on 3D Web Technology (WEB3D)
November 8-12, 2021 - online
DOI: 10.1145/3485444.3495179
[Web Page]
Exploring Upper Limb Segmentation with Deep Learning for Augmented Virtuality
M. Gruosso, N. Capece, and U. Erra
in 2021 Smart Tools and Applications in Graphics Annual International Conference (STAG)
October 26-29, 2021 - online
DOI: 10.2312/stag.20211483
[Web Page]
A Preliminary Investigation on a Multimodal Controller and Freehand based Interaction in Virtual Reality
N. Capece, M. Gruosso, U. Erra, R. Catena, and G. Manfredi
in 2021 International Conference on Augmented Reality, Virtual Reality and Computer Graphics (AVR)
September 7-10, 2021 - online
DOI: 10.1007/978-3-030-87595-4_5
A Validation Approach for Deep Reinforcement Learning of a Robotic Arm in a 3D Simulated Environment
M. Gruosso, N. Capece, U. Erra, and F. Biancospino
in 2021 IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI)
January 21-23, 2021 - online
DOI: 10.1109/SAMI50585.2021.9378684
[Web Page] [Oral Presentation]
A Preliminary Investigation into a Deep Learning Implementation for Hand Tracking on Mobile Devices
M. Gruosso, N. Capece, U. Erra, and F. Agiolillo
in 2020 3rd IEEE International Conference on Artificial Intelligence & Virtual Reality (AIVR)
December 14-18, 2020 - online
DOI: 10.1109/AIVR50618.2020.00079
[Web Page] [Poster]
Archaeo Puzzle: An Educational Game Using Natural User Interface for Historical Artifacts
N. Capece, U. Erra, M. Gruosso, and M. Anastasio
in 2020 18th Eurographics Workshop on Graphics and Cultural Heritage (EG GCH)
Novemeber 18-19, 2020 - online
DOI: 10.2312/gch.20201301
Human Segmentation in Surveillance Video with Deep Learning
M. Gruosso, N. Capece, and U. Erra
Multimedia Tools and Applications, 2020
DOI: 10.1007/s11042-020-09425-0
[Web Page]
A Deep Learning approach for the Motion Picture Content Rating
M. Gruosso, N. Capece, U. Erra, and N. Lopardo
in 2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
Napoli, Italy, October 23-25, 2019
DOI: 10.1109/CogInfoCom47531.2019.9089897
[Web Page]

Preprints

Evaluation of Virtual Reality Interaction Techniques for 3D Graph Exploration
N. Capece, U. Erra, D. Malandrino, M. M. North, and M. Gruosso
[arXiv]

Posters

A Motion Picture Content Rating Model for Supporting Automatic Classification using Deep Neural Network
M. Gruosso, N. Capece, U. Erra, N. Lopardo
ACDL 2019 – 2nd Advanced Course on Data Science & Machine Learning
Certosa di Pontignano (Siena), Italy, July 15-19, 2019
[Poster]

Presentations

Image Processing using Convolutional Neural Networks
M. Gruosso
Sam Ratulangi University
September 28, 2021 - online
[Slides] [Oral Presentation]
Convolutional neural networks for image analysis
M. Gruosso
University of Basilicata
Potenza, Italy, January 15, 2020