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C

Carlo Sansone

University of Naples Federico II

43H-index
313Paper Count
1.0WCitation Count
Published Papers 52
Publication Date
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Benchmarking illegal waste dumping detection: A public video dataset and a reference baseline
errImage and Vision Computing
IF4.2
err2026-07-17
err0
errOAAI
errAntonio Greco; Andrea Vincenzo Ricciardi; Carlo Sansone; Bruno Vento
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errSave
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms
errPattern Recognition Letters
IF3.3
err2025-11-25
err0
errOAAI
errMichela Gravina; Giuseppe Pontillo; Zeena Shawa; James H. Cole; Carlo Sansone
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errSave
Video Fire Recognition Using Zero-Shot Vision-Language Models Guided by a Task-Aware Object Detector
errACM Transactions on Multimedia Computing; Communications and Applications
IF0
err2025-10-15
err0
errOAAI
errDiego Gragnaniello; Antonio Greco; Carlo Sansone; Bruno Vento
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errSave
A Dedicated Deep Learning Workflow for Automatic Fasciola hepatica and Calicophoron daubneyi Egg Detection using the Kubic FLOTAC Microscope
errInternational Journal for Parasitology
IF3.2
err2025-08-27
err0
errOAAI
errSalvatore Capuozzo; Maria Paola Maurelli; Stefano Marrone; Biase Celano; Giuseppe Martone; Paola Vitiello; Ines Hammami; Antonio Bosco; Lavinia Ciuca; Giuseppe Cringoli; Carlo Sansone; Laura Rinaldi
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errSave
FOCUS: Improving fire detection on videos by scenario adaptation
errImage and Vision Computing
IF4.2
err2025-08-06
err0
errOAAI
errDiego Gragnaniello; Antonio Greco; Carlo Sansone; Bruno Vento
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errSave
An Experimental Evaluation of Smart Sensors for Pedestrian Attribute Recognition Using Multi-Task Learning and Vision Language Models
errSENSORS
IF3.5
err2025-03-11
err0
errOAAI
errGreco, Antonio; Saggese, Alessia; Sansone, Carlo; Vento, Bruno
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errSave
A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2024-12-03
err0
errOAAI
errAnnunziata, Anna; Cappabianca, Salvatore; Capuozzo, Salvatore; Coppola, Nicola; Di Somma, Camilla; Docimo, Ludovico; Fiorentino, Giuseppe; Gravina, Michela; Marassi, Lidia; Marrone, Stefano; Parmeggiani, Domenico; Polistina, Giorgio Emanuele; Reginelli, Alfonso; Sagnelli, Caterina; Sansone, Carlo
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errSave
Fire and smoke detection from videos: A literature review under a novel taxonomy
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err4
errOAAI
errGragnaniello, Diego; Greco, Antonio; Sansone, Carlo; Vento, Bruno
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errSave
A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-11-01
err0
errOAAI
errGravina, Michela; Maddaluno, Massimo; Marrone, Stefano; Sansone, Mario; Fusco, Roberta; Granata, Vincenza; Petrillo, Antonella; Sansone, Carlo
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errSave
Automating parasite egg detection: insights from the first AI-KFM challenge
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-08-29
err1
errOAAI
errCapuozzo, Salvatore; Marrone, Stefano; Gravina, Michela; Cringoli, Giuseppe; Rinaldi, Laura; Maurelli, Maria Paola; Bosco, Antonio; Orru, Giulia; Marcialis, Gian Luca; Ghiani, Luca; Bini, Stefano; Saggese, Alessia; Vento, Mario; Sansone, Carlo
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errSave
Assessing brain involvement in Fabry disease with deep learning and the brain-age paradigm
errHUMAN BRAIN MAPPING
IF3.3
err2024-03-23
err5
errOAAI
errMontella, Alfredo; Tranfa, Mario; Scaravilli, Alessandra; Barkhof, Frederik; Brunetti, Arturo; Cole, James; Gravina, Michela; Marrone, Stefano; Riccio, Daniele; Riccio, Eleonora; Sansone, Carlo; Spinelli, Letizia; Petracca, Maria; Pisani, Antonio; Cocozza, Sirio; Pontillo, Giuseppe
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errSave
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-03-01
err2
errOAAI
errGravina, Michela; Garcia-Pedrero, Angel; Gonzalo-Martin, Consuelo; Sansone, Carlo; Soda, Paolo
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errSave
Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err0
errOAAI
errCasula, Roberto; Orru, Giulia; Marrone, Stefano; Gagliardini, Umberto; Marcialis, Gian Luca; Sansone, Carlo
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errSave
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-05-01
err1
errOAAI
errMoscato, Vincenzo; Postiglione, Marco; Sansone, Carlo; Sperli, Giancarlo
errShare
errSave
Machine Learning and Clinical-Radiological Characteristics for the Classification of Prostate Cancer in PI-RADS 3 Lesions
errDIAGNOSTICS
IF3.3
err2022-06-28
err15
errOAAI
errGravina, Michela; Spirito, Lorenzo; Celentano, Giuseppe; Capece, Marco; Creta, Massimiliano; Califano, Gianluigi; Ruvolo, Claudia Colla; Morra, Simone; Imbriaco, Massimo; Di Bello, Francesco; Sciuto, Antonio; Cuocolo, Renato; Napolitano, Luigi; La Rocca, Roberto; Mirone, Vincenzo; Sansone, Carlo; Longo, Nicola
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errSave
Legal Information Retrieval systems: State-of-the-art and open issues
errenterprise information systems
IF3.4
err2022-05-01
err37
PREAI
errSansone, Carlo; Sperli, Giancarlo
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errSave
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance
errIEEE ACCESS
IF3.6
err2022-01-01
err12
errOAAI
errDE DONATO, L. O. R. E. N. Z. O.; FLAMMINI, F. R. A. N. C. E. S. C. O.; MARRONE, S. T. E. F. A. N. O.; MAZZARIELLO, C. L. A. U. D. I. O.; NARDONE, R. O. B. E. R. T. O.; SANSONE, C. A. R. L. O.; VITTORINI, V. A. L. E. R. I. A.
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errSave
On the transferability of adversarial perturbation attacks against fingerprint based authentication systems
errPATTERN RECOGNITION LETTERS
IF3.3
err2021-12-01
err9
PREAI
errMarrone, Stefano; Sansone, Carlo
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errSave
Effects of hidden layer sizing on CNN fine-tuning
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2021-05-01
err8
PREAI
errMarrone, Stefano; Papa, Cristina; Sansone, Carlo
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errSave
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI
errPATTERN RECOGNITION LETTERS
IF3.3
err2021-05-01
err18
PREAI
errGravina, Michela; Marrone, Stefano; Sansone, Mario; Sansone, Carlo
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Frederik Barkhof
H-index: 179 · Papers: 2.7K
H
Hongtu Zhu
H-index: 79 · Papers: 647
C
Clifton D. Fuller
H-index: 69 · Papers: 1.4K
F
Fabio Roli
H-index: 69 · Papers: 502
S
Stephen Y. Lai
H-index: 66 · Papers: 599
View more