Riccardo Rosati

Marche Polytechnic University — Italy

Engineering · Physical Sciences

12h-index550citations42works4.22yr avg
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Research Topics

Industrial Vision Systems and Defect Detection(8), Face recognition and analysis(4), Digital Media Forensic Detection(4), Advanced Steganography and Watermarking Techniques(3), Biometric Identification and Security(3)

Publications42 total

Deep learning models for robust facial liveness detection
Multimedia Tools and Applications·2026
Deep Learning Models for Robust Facial Liveness Detection
arXiv (Cornell University)·2025Open Access
Deep Learning Model for Detecting Copy-Move Attack in Images
2025
An automated workflow based on UAV imagery and Deep Learning methods for monitoring excavation area work
Integrated Computer-Aided Engineering·2025· 1 cited
Forecasting and Early Warning System for Wastewater Treatment Plant Sensors Using Multitask and LSTM Neural Networks: A Simulated and Real-World Case Study
Computers & Chemical Engineering·2025· 3 cited
Single- and multi-task linear models for ATMs fault classification in human-centered predictive maintenance
Computers & Industrial Engineering·2024· 1 citedOpen Access
Vision Transformer Approaches for COVID-19 Pneumonia Assessment in Lung Ultrasound Images
2024· 3 cited
A Multi-Task Deep Learning Approach for the Assessment of COVID-19 in Lung Ultrasound
2024
An automated CAD-to-XR framework based on generative AI and Shrinkwrap modelling for a User-Centred design approach
Advanced Engineering Informatics·2024· 7 citedOpen Access
Improving Industrial Question Answering Chatbots with Domain-Specific LLMs Fine-Tuning
2024· 4 cited
Generalizability and robustness evaluation of attribute-based zero-shot learning
Neural Networks·2024· 7 citedOpen Access
Gamification in nutrition education: the impact and the acceptance of digital game-based intervention for improving nutritional habits
Journal of Computers in Education·2024· 10 citedOpen Access
DeepReality: An open source framework to develop AI-based augmented reality applications
Expert Systems with Applications·2024· 14 citedOpen Access
Learning Ordinal–Hierarchical Constraints for Deep Learning Classifiers
IEEE Transactions on Neural Networks and Learning Systems·2024· 4 citedOpen Access
Enhancing copy-move forgery detection through a novel CNN architecture and comprehensive dataset analysis
Multimedia Tools and Applications·2024· 19 cited
User-Centred Product Design with Photorealistic Virtual Prototypes: A Case Study on Process Optimisation for Aesthetic Quality Enhancement
Procedia Computer Science·2024· 3 citedOpen Access
Data augmentation strategy for generating realistic samples on defect segmentation task
Procedia Computer Science·2024· 3 citedOpen Access
Forecasting and Early Warning System for Wastewater Treatment Plant Sensors Using Multitask and Lstm Neural Networks: A Simulated and Real-World Case Study
SSRN Electronic Journal·2024Open Access
Mitigating Bias in Aesthetic Quality Control Tasks: An Adversarial Learning Approach
Procedia Computer Science·2024· 1 citedOpen Access
Image steganalysis using deep learning models
Multimedia Tools and Applications·2023· 14 cited
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Frequent Co-authors

Luca Romeo(25), Emanuele Frontoni(20), Adriano Mancini(11), Alexandr Kuznetsov(7), Víctor Manuel Vargas(6), Pedro Antonio Gutiérrez(6), César Hervás‐Martínez(6), Primo Zingaretti(6), F. Tonetto(5), Roberto Pierdicca(3), Maria Chiara Fiorentino(3), Andrea Maranesi(3), Alessandro Muscatello(3), Gianalberto Cecchini(2), Paolo Viti(2), Nicolas Luhanko(2), Marina Paolanti(2), Marco Mameli(2), Aleksandra Pauls(2), Sara Casaccia(2)