Carlo Sansone

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 81

Top Venues

Ital-IA

Pattern Recognit. Lett.

ICIAP (2)

ICPR

Publications

Flora Amato, Antonino Ferraro, Antonio Galli, Valerio La Gatta, Francesco Moscato, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì
A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health. SEBD (2024)
Roberto Casula, Giulia Orrù, Stefano Marrone, Umberto Gagliardini, Gian Luca Marcialis, Carlo Sansone
Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín, Carlo Sansone, Paolo Soda
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data. Artif. Intell. Medicine 149 (2024)
Diego Gragnaniello, Antonio Greco, Carlo Sansone, Bruno Vento
Fire and smoke detection from videos: A literature review under a novel taxonomy. Expert Syst. Appl. 255 (2024)
Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone
Responsible and Reliable AI at PICUS Lab. Ital-IA (2023)
Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Marco Micheletto, Stefano Marrone, Wanda Nocerino, Angela Procaccino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. Inf. 14 (8) (2023)
Antonio Elia Pascarella, Giovanni Luca Giacco, Mattia Rigiroli, Stefano Marrone, Carlo Sansone
ReUse: REgressive Unet for Carbon Storage and Above-Ground Biomass Estimation. J. Imaging 9 (3) (2023)
Diego Gragnaniello, Antonio Greco, Carlo Sansone, Bruno Vento
ONFIRE Contest 2023: Real-Time Fire Detection on the Edge. ICIAP Workshops (1) (2023)
Lorenzo De Donato, Stefano Marrone, Francesco Flammini, Carlo Sansone, Valeria Vittorini, Roberto Nardone, Claudio Mazzariello, Frédéric Bernaudin
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone
AI-Powered Learning: Personalizing Education for each Student. Ital-IA (2023)
Flora Amato, Mattia Fonisto, Marco Giacalone, Carlo Sansone
An Intelligent Conversational Agent for the Legal Domain. Inf. 14 (6) (2023)
Narendra Patwardhan, Stefano Marrone, Carlo Sansone
Transformers in the Real World: A Survey on NLP Applications. Inf. 14 (4) (2023)
Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Angela Procaccino, Wanda Nocerino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project. Ital-IA (2023)
Adriano De Simone, Carlo Sansone
A Multimodal Deep Learning Based Approach for Alzheimer's Disease Diagnosis. ICIAP Workshops (2) (2023)
Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlí
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Christina Todorova, George Sharkov, Huib Aldewereld, Stefan Leijnen, Alireza Dehghani, Stefano Marrone, Carlo Sansone, Maurice Lynch, John Pugh, Tarry Singh, Kitti Mezei, Péter Antal, Peter Hanák, Alessandro Barducci, Fernando Pérez-Téllez, Francesco Gargiulo
The European AI Tango: Balancing Regulation Innovation and Competitiveness. HCAIep (2023)
Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication. Ital-IA (2023)
Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection. IET Biom. 12 (2) (2023)
Ernesto William De Luca, Erasmo Purificato, Ludovico Boratto, Stefano Marrone, Carlo Sansone
First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U). CHItaly (2023)
Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
FEAD-D: Facial Expression Analysis in Deepfake Detection. ICIAP (2) (2023)
Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets. DeLTA (2023)
Salvatore Capuozzo, Carlo Sansone
A Systematic Review of Multimodal Deep Learning Approaches for COVID-19 Diagnosis. ICIAP Workshops (2) (2023)
Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone
Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA (2023)
Antonio Elia Pascarella, Giovanni Luca Giacco, Mattia Rigiroli, Bruno Vento, Stefano Marrone, Giuliano Langella, Antonio Coppola, Roberto Chirone, Piero Salatino, Carlo Sansone
AI and Sustainability: Territorial Monitoring and Waste Valorization. Ital-IA (2023)
M. Quamer Nasim, Narendra Patwardhan, Javed Ali, Tannistha Maiti, Stefano Marrone, Tarry Singh, Carlo Sansone
Digitizer: A Synthetic Dataset for Well-Log Analysis. ICIAP Workshops (1) (2023)
Antonio Bosco, Salvatore Capuozzo, Biase Celano, Michela Gravina, Stefano Marrone, Maria Paola Maurelli, Vincenzo Moscato, Giuseppe Pontillo, Marco Postiglione, Antonio Maria Rinaldi, Laura Rinaldi, Cristiano Russo, Giancarlo Sperlì, Cristian Tommasino, Giuseppe Cringoli, Carlo Sansone
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA (2023)
Donato Amitrano, Giovanni Luca Giacco, Stefano Marrone, Antonio Elia Pascarella, Mattia Rigiroli, Carlo Sansone
Forest Aboveground Biomass Estimation Using Machine Learning Ensembles: Active Learning Strategies for Model Transfer and Field Sampling Reduction. Remote. Sens. 15 (21) (2023)
Michela Gravina, Stefano Marrone, Carlo Sansone
Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution. CLEF (Working Notes) (2023)
Lorenzo De Donato, Francesco Flammini, Stefano Marrone, Claudio Mazzariello, Roberto Nardone, Carlo Sansone, Valeria Vittorini
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance. IEEE Access 10 (2022)
Donatello Conte, Giuliano Giovanni Fioretti, Carlo Sansone
On the Importance of Temporal Features in Domain Adaptation Methods for Action Recognition. S+SSPR (2022)
Salvatore Capuozzo, Michela Gravina, Gianluca Gatta, Stefano Marrone, Carlo Sansone
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification. J. Imaging 8 (12) (2022)
Giovanni Luca Giacco, Giulio Mariniello, Stefano Marrone, Domenico Asprone, Carlo Sansone
Toward a System for Post-Earthquake Safety Evaluation of Masonry Buildings. ICIAP (2) (2022)
Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
LessonAble: Leveraging Deep Fakes in MOOC Content Creation. ICIAP (1) (2022)
Michela Gravina, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone
Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer. ICPR (2022)
Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone
Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion. ICIAP (1) (2022)
Giovanni Luca Giacco, Stefano Marrone, Giuliano Langella, Carlo Sansone
ReFuse: Generating Imperviousness Maps from Multi-Spectral Sentinel-2 Satellite Imagery. Future Internet 14 (10) (2022)
Carlo Sansone, Giancarlo Sperlí
Legal Information Retrieval systems: State-of-the-art and open issues. Inf. Syst. 106 (2022)
Stefano Marrone, Carlo Sansone
Identifying Users' Emotional States through Keystroke Dynamics. DeLTA (2022)
Stefano Marrone, Cristina Papa, Carlo Sansone
Effects of hidden layer sizing on CNN fine-tuning. Future Gener. Comput. Syst. 118 (2021)
Stefano Marrone, Carlo Sansone
On the transferability of adversarial perturbation attacks against fingerprint based authentication systems. Pattern Recognit. Lett. 152 (2021)
Antonio Galli, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI. J. Imaging 7 (12) (2021)
Michela Gravina, Stefano Marrone, Mario Sansone, Carlo Sansone
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI. Pattern Recognit. Lett. 145 (2021)
Carlo Sansone, Giancarlo Sperlì
A Survey About the Cyberbullying Problem on Social Media by Using Machine Learning Approaches. ICPR Workshops (7) (2020)
Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone
Deep learning in the ultrasound evaluation of neonatal respiratory status. ICPR (2020)
Gabriele Piantadosi, Mario Sansone, Roberta Fusco, Carlo Sansone
Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks. Artif. Intell. Medicine 103 (2020)
Stefano Marrone, Roberto Casula, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
Fingerprint Adversarial Presentation Attack in the Physical Domain. ICPR Workshops (6) (2020)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
Developing a Smart PACS: CBIR System Using Deep Learning. ICPR Workshops (2) (2020)
Antonio Galli, Stefano Marrone, Vincenzo Moscato, Carlo Sansone
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios. ICPR Workshops (3) (2020)
Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone
Deep learning in the ultrasound evaluation of neonatal respiratory status. CoRR (2020)
Federica Aprea, Stefano Marrone, Carlo Sansone
Neural Machine Registration for Motion Correction in Breast DCE-MRI. ICPR (2020)
Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone
HOLMeS: eHealth in the Big Data and Deep Learning Era. Inf. 10 (2) (2019)
Donatello Conte, Pierre Gaucher, Carlo Sansone
Catfish density estimation by aerial images analysis and deep learning. SAC (2019)
Stefano Marrone, Stefano Olivieri, Gabriele Piantadosi, Carlo Sansone
Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures. EUSIPCO (2019)
Gabriele Piantadosi, Giampaolo Bovenzi, Giuseppe Argenziano, Elvira Moscarella, Domenico Parmeggiani, Ludovico Docimo, Carlo Sansone
Skin Lesions Classification: A Radiomics Approach with Deep CNN. ICIAP Workshops (2019)
Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì
A Business Reputation Methodology Using Social Network Analysis. I-SPAN (2019)
Stefano Marrone, Carlo Sansone
Adversarial Perturbations Against Fingerprint Based Authentication Systems. ICB (2019)
Stefano Marrone, Carlo Sansone
An Adversarial Perturbation Approach Against CNN-based Soft Biometrics Detection. IJCNN (2019)
Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network. CBMS (2019)
Andrea F. Abate, Gian Luca Marcialis, Norman Poh, Carlo Sansone
Introduction to the special issue on robustness, security and regulation aspects in current biometric systems (RSRA-BS). Pattern Recognit. Lett. 126 (2019)
Mario Merone, Carlo Sansone, Paolo Soda
A computer-aided diagnosis system for HEp-2 fluorescence intensity classification. Artif. Intell. Medicine 97 (2019)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI. ICIAP (2) (2019)
Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification. CAIP (2) (2019)
Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Mario Sansone, Carlo Sansone
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns. IET Comput. Vis. 12 (7) (2018)
Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
A deep learning approach for iris sensor model identification. Pattern Recognit. Lett. 113 (2018)
Gabriele Piantadosi, Stefano Marrone, Carlo Sansone
On Reproducibility of Deep Convolutional Neural Networks Approaches. RRPR (2018)
Gabriele Piantadosi, Mario Sansone, Carlo Sansone
Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks. ICPR (2018)
Marco Castelluccio, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Training convolutional neural networks for semantic classification of remote sensing imagery. JURSE (2017)
Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
A study of co-occurrence based local features for camera model identification. Multim. Tools Appl. 76 (4) (2017)
Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone
Chatbots Meet eHealth: Automatizing Healthcare. WAIAH@AI*IA (2017)
Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Blind PRNU-Based Image Clustering for Source Identification. IEEE Trans. Inf. Forensics Secur. 12 (9) (2017)
Mario Merone, Paolo Soda, Mario Sansone, Carlo Sansone
ECG databases for biometric systems: A systematic review. Expert Syst. Appl. 67 (2017)
Davide Cozzolino, Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
PRNU-Based Forgery Localization in a Blind Scenario. ICIAP (2) (2017)
Marco Castelluccio, Carlo Sansone, Luisa Verdoliva, Giovanni Poggi
Automatically analyzing groups of crashes for finding correlations. ESEC/SIGSOFT FSE (2017)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI. ICIAP (2) (2017)
David Yambay, Benedict Becker, Naman Kohli, Daksha Yadav, Adam Czajka, Kevin W. Bowyer, Stephanie Schuckers, Richa Singh, Mayank Vatsa, Afzel Noore, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Lingxiao He, Yiwei Ru, Haiqing Li, Nianfeng Liu, Zhenan Sun, Tieniu Tan
LivDet iris 2017 - Iris liveness detection competition 2017. IJCB (2017)
Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva
Cell image classification by a scale and rotation invariant dense local descriptor. Pattern Recognit. Lett. 82 (2016)
Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Correlation clustering for PRNU-based blind image source identification. WIFS (2016)
Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Using iris and sclera for detection and classification of contact lenses. Pattern Recognit. Lett. 82 (2016)
Diego Gragnaniello, Carlo Sansone, Giovanni Poggi, Luisa Verdoliva
Biometric Spoofing Detection by a Domain-Aware Convolutional Neural Network. SITIS (2016)
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
Recommending multimedia visiting paths in cultural heritage applications. Multim. Tools Appl. 75 (7) (2016)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI. ICPR (2016)
Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI. ICIAP (1) (2015)
Mario Barbareschi, Salvatore Del Prete, Francesco Gargiulo, Antonino Mazzeo, Carlo Sansone
Decision Tree-Based Multiple Classifier Systems: An FPGA Perspective. MCS (2015)
Flora Amato, Giovanni Cozzolino, Alessandro Maisto, Antonino Mazzeo, Vincenzo Moscato, Serena Pelosi, Antonio Picariello, Sara Romano, Carlo Sansone
ABC: A knowledge Based Collaborative framework for e-health. RTSI (2015)
Francesco Gargiulo, Antonio Fratini, Mario Sansone, Carlo Sansone
Subject identification via ECG fiducial-based systems: Influence of the type of QT interval correction. Comput. Methods Programs Biomed. 121 (3) (2015)
Pedro Tome, Ramachandra Raghavendra, Christoph Busch, Santosh Tirunagari, Norman Poh, B. H. Shekar, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Sébastien Marcel
The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks. ICB (2015)
Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva
Iris liveness detection for mobile devices based on local descriptors. Pattern Recognit. Lett. 57 (2015)
Flora Amato, Antonino Mazzeo, Vincenzo Moscato, Antonio Picariello, Carlo Sansone
Managing 3D objects for real world scenes reconstruction. Int. J. Comput. Sci. Eng. 11 (1) (2015)
Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Evaluation of Residual-Based Local Features for Camera Model Identification. ICIAP Workshops (2015)
Francesco Marra, Giovanni Poggi, Fabio Roli, Carlo Sansone, Luisa Verdoliva
Counter-forensics in machine learning based forgery detection. Media Watermarking, Security, and Forensics (2015)
Aythami Morales, Mario Falanga, Julian Fiérrez, Carlo Sansone, Javier Ortega-Garcia
Keystroke dynamics recognition based on personal data: A comparative experimental evaluation implementing reproducible research. BTAS (2015)
Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Local contrast phase descriptor for fingerprint liveness detection. Pattern Recognit. 48 (4) (2015)
Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
An Investigation of Local Descriptors for Biometric Spoofing Detection. IEEE Trans. Inf. Forensics Secur. 10 (4) (2015)
Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
Data-driven selection of motion correction techniques in breast DCE-MRI. MeMeA (2015)
Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone
A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing. J. Reliab. Intell. Environ. 1 (2-4) (2015)
Marco Castelluccio, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Land Use Classification in Remote Sensing Images by Convolutional Neural Networks. CoRR (2015)
Antonio Fratini, Francesco Gargiulo, Francesca Lampognana, Vincenzo Moscato, Carlo Sansone, Mario Sansone
Suitability of a low cost system for quantitative motion capture applications. FG (2015)
Giovanni Chierchia, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
A Bayesian-MRF Approach for PRNU-Based Image Forgery Detection. IEEE Trans. Inf. Forensics Secur. 9 (4) (2014)
Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone
A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI. CBMS (2014)
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
A Framework for Recommending Multimedia Cultural Visiting Paths. SEBD (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlo Sansone