Pubblicazioni

A perception-guided CNN for grape bunch detection

2025 - MATHEMATICS AND COMPUTERS IN SIMULATION

Bruni, V.; Dominijanni, G.; Vitulano, D.; Ramella, G.

Artificial Intelligence in Oral Cancer: A Comprehensive Scoping Review of Diagnostic and Prognostic Applications

2025 - DIAGNOSTICS

Vinay, V.; Jodalli, P.; Chavan, M. S.; Buddhikot, C. S.; Luke, A. M.; Ingafou, M. S. H.; Reda, R.; Pawar, A. M.; Testarelli, L.

Advances and Challenges in Computer Vision for Image-Based Plant Disease Detection: A Comprehensive Survey of Machine and Deep Learning Approaches

2024 - IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

Syed Asif Ahmad, Qadri; Nen-Fu, Huang; TAIBA MAJID, TAIBA MAJID; Showkat Ahmad, Bhat

Deep learning architectures for data-driven damage detection in nonlinear dynamic systems under random vibrations

2024 - NONLINEAR DYNAMICS

Joseph, Harrish; Quaranta, Giuseppe; Carboni, Biagio; Lacarbonara, Walter

Enhancing industrial quality control efficiency: an innovative deep learning approach for sustainable process monitoring

2024 - Enhancing industrial quality control efficiency: an innovative deep learning approach for sustainable process monitoring

Zribi, Meriam; Pagliuca, Paolo; Pitolli, Francesca

An XAI Approach to Melanoma Diagnosis: Explaining the Output of Convolutional Neural Networks with Feature Injection

2024 - INFORMATION

Grignaffini, F.; De Santis, E.; Frezza, F.; Rizzi, A.

Design and validation of a U-net-based algorithm for star sensor image segmentation

2023 - APPLIED SCIENCES

Mastrofini, Marco; Agostinelli, Ivan; Curti, Fabio

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications

2023 - SENSORS

Yago Ruiz, Ãlvaro; Cavagnaro, Marta; Crocco, Lorenzo

Visual odometry with depth-wise separable convolution and quaternion neural networks

2023 - CEUR Workshop Proceedings

De Magistris, G.; Comminiello, D.; Napoli, C.; Starczewski, J. T.

Wildfire Detection Using Convolutional Neural Networks and PRISMA Hyperspectral Imagery: A Spatial-Spectral Analysis

2023 - REMOTE SENSING

Spiller, D.; Carbone, A.; Amici, S.; Thangavel, K.; Sabatini, R.; Laneve, G.

SafetyMed: A Novel IoMT Intrusion Detection System Using CNN-LSTM Hybridization

2023 - ELECTRONICS

Faruqui, N.; Yousuf, M. A.; Whaiduzzaman, M.; Azad, A. K. M.; Alyami, S. A.; Lio, P.; Kabir, M. A.; Moni, M. A.

CNNViT. A robust deep neural network for video anomaly detection

2023 - IET Conference Proceedings

Garuda, Nikhil; Prasad, Gokul; Prasad Dev, Prabhu; Das, Pranesh; Ghaderpour, Ebrahim

3D Printing of Prototypes Starting from Medical Imaging: A Liver Case Study

2022 - Lecture notes in mechanical engineering

Guachi, R.; Bici, M.; Bini, F.; Calispa, M. E.; Oscullo, C.; Guachi, L.; Campana, F.; Marinozzi, F.

Handwriting Declines With Human Aging: A Machine Learning Study

2022 - FRONTIERS IN AGING NEUROSCIENCE

Asci, Francesco; Scardapane, Simone; Zampogna, Alessandro; D'Onofrio, Valentina; Testa, Lucia; Patera, Martina; Falletti, Marco; Marsili, Luca; Suppa, Antonio

Efficient and Refined Deep Convolutional Features Network for the Crack Segmentation of Solar Cell Electroluminescence Images

2022 - IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Wang, C.; Chen, H.; Zhao, S.; Rahman, M. R. U.

FedCO: Communication-Efficient Federated Learning via Clustering Optimization â

2022 - FUTURE INTERNET

Al-Saedi, A. A.; Boeva, V.; Casalicchio, E.

A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data

2022 - CEUR Workshop Proceedings

Ponzi, V.; Russo, S.; Wajda, A.; Napoli, C.

A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction

2022 - CEUR Workshop Proceedings

Ponzi, V.; Iacobelli, E.; Napoli, C.; Starczewski, J.

A Novel DWT-based Encoder for Human Pose Estimation

2022 - SYSYEM 2022: 8th Scholarâs Yearly Symposium of Technology, Engineering and Mathematics, Brunek, July 23, 2022

DE MAGISTRIS, Giorgio; Romano, Matteo; Starczewski, Janusz; Napoli, Christian

RESIDENT SPACE OBJECTS DETECTION AND TRACKING BASED ON ARTIFICIAL INTELLIGENCE

2022 - Proceedings of 2022 AAS/AIAA Astrodynamics Specialist Conference

Mastrofini, Marco; Goracci, Gilberto; Agostinelli, Ivan; Farissi, Mohamed Salim; Curti, Fabio

BiSon-e: A Lightweight and High-Performance Accelerator for Narrow Integer Linear Algebra Computing on the Edge

2022 - International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS

Reggiani, E.; Lazo, C. R.; Bague, R. F.; Cristal, A.; Olivieri, M.; Unsal, O. S.

An accuracy vs. complexity comparison of deep learning architectures for the detection of covid-19 disease

2021 - COMPUTATION

Sarv Ahrabi, S.; Scarpiniti, M.; Baccarelli, E.; Momenzadeh, A.

2-D Convolutional Deep Neural Network for Multivariate Energy Time Series Prediction

2021 - ENERGIES

Rosato, Antonello; Araneo, Rodolfo; Andreotti, Amedeo; Succetti, Federico; Panella, Massimo

Demining war scenarios: a project based on new technologies

2021 - Proceedings of the International Conference on Structural Dynamic , EURODYN

Mezzani, Federica; Pepe, Gianluca; Roveri, Nicola; Carcaterra, Antonio; Solferini, Stefano

Hierarchical convolutional models for automatic pneumonia diagnosis based on X-ray images: new strategies in public health

2021 - ANNALI DI IGIENE MEDICINA PREVENTIVA E DI COMUNITÃ

Maselli, Gianluca; Bertamino, Enrico; Capalbo, Carlo; Mancini, Rita; Orsi, Giovanni Battista; Napoli, Christian; Napoli, Christian