Publications

ANTONIO GRECO Publications


2025
Articolo in rivista
Improving safety through advanced obstacle detection at railway level crossings
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Pag.1-10
ISSN:1868-5137.
Carletti, Vincenzo; Greco, Antonio; Saggese, Alessia; Vento, Bruno
Versione online
Digital Object Identifier (DOI): 10.1007/s12652-025-04987-z
Codice identificativo SCOPUS: 2-s2.0-105009630380
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2025
Articolo in rivista
FLAME: fire detection in videos combining a deep neural network with a model-based motion analysis
NEURAL COMPUTING & APPLICATIONS. Pag.1-17
ISSN:0941-0643.
Gragnaniello, D.; Greco, A.; Sansone, C.; Vento, B.
Versione online
Digital Object Identifier (DOI): 10.1007/s00521-024-10963-z
Codice identificativo SCOPUS: 2-s2.0-85217181411
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2025
Articolo in rivista
FaiResGAN: Fair and robust blind face restoration with biometrics preservation
IMAGE AND VISION COMPUTING. Vol. 160. Pag.1-14
ISSN:0262-8856.
Azzopardi, George; Greco, Antonio; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1016/j.imavis.2025.105575
Codice identificativo ISI: WOS:001504665100001
Codice identificativo SCOPUS: 2-s2.0-105005961104
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2025
Articolo in rivista
Context-aware data augmentation for enhanced speech command recognition in industrial environments
SCIENTIFIC REPORTS. Vol. 15. Pag.1-16
ISSN:2045-2322.
De Simone, Giuseppe; Greco, Antonio; Rosa, Francesco; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1038/s41598-025-01886-3
Codice identificativo ISI: WOS:001493896700029
Codice identificativo SCOPUS: 2-s2.0-105005535104
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2025
Articolo in rivista
An Experimental Evaluation of Smart Sensors for Pedestrian Attribute Recognition Using Multi-Task Learning and Vision Language Models
SENSORS. Vol. 25. Pag.1-15
ISSN:1424-8220.
Greco, A.; Saggese, A.; Sansone, C.; Vento, B.
Versione online
Digital Object Identifier (DOI): 10.3390/s25061736
Codice identificativo SCOPUS: 2-s2.0-105000898168
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2024
Articolo in rivista
Facial soft-biometrics obfuscation through adversarial attacks
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS. Vol. 20. Pag.1-21
ISSN:1551-6865.
Carletti, Vincenzo; Foggia, Pasquale; Greco, Antonio; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1145/3656474
Codice identificativo SCOPUS: 2-s2.0-85209697038
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2024
Articolo in rivista
A Smart Visual Sensor for Smoke Detection Based on Deep Neural Networks
SENSORS. Vol. 24. Pag.1-17
ISSN:1424-8220.
Carletti, V.; Greco, A.; Saggese, A.; Vento, B.
Versione online
Digital Object Identifier (DOI): 10.3390/s24144519
Codice identificativo ISI: WOS:001277214800001
Codice identificativo SCOPUS: 2-s2.0-85199781194
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2024
Articolo in rivista
Identity, Gender, Age, and Emotion Recognition from Speaker Voice with Multi-task Deep Networks for Cognitive Robotics
COGNITIVE COMPUTATION. Pag.1-11
ISSN:1866-9956.
Foggia, P.; Greco, A.; Roberto, A.; Saggese, A.; Vento, M.
Digital Object Identifier (DOI): 10.1007/s12559-023-10241-5
Codice identificativo ISI: WOS:001156056100001
Codice identificativo SCOPUS: 2-s2.0-85184185944
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2024
Articolo in rivista
Onfire 2023 Contest: what did we learn about real time fire detection from cameras?
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Pag.1-12
ISSN:1868-5137.
Gragnaniello, D.; Greco, A.; Sansone, C.; Vento, B.
Digital Object Identifier (DOI): 10.1007/s12652-024-04939-z
Codice identificativo SCOPUS: 2-s2.0-85212855081
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2024
Articolo in rivista
Fire and smoke detection from videos: A literature review under a novel taxonomy
EXPERT SYSTEMS WITH APPLICATIONS. Vol. 255. Pag.1-19
ISSN:0957-4174.
Gragnaniello, D.; Greco, A.; Sansone, C.; Vento, B.
Digital Object Identifier (DOI): 10.1016/j.eswa.2024.124783
Codice identificativo ISI: WOS:001277926900001
Codice identificativo SCOPUS: 2-s2.0-85199204466
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2024
Articolo in rivista
Real-time joint recognition of weather and ground surface conditions by a multi-task deep network
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. Vol. 139. Pag.1-12
ISSN:0952-1976.
Gragnaniello, Diego; Greco, Antonio; Sansone, Carlo; Vento, Bruno
Versione online
Digital Object Identifier (DOI): 10.1016/j.engappai.2024.109543
Codice identificativo ISI: WOS:001350386100001
Codice identificativo SCOPUS: 2-s2.0-85207909814
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2023
Articolo in rivista
A Social Robot Architecture for Personalized Real-Time Human-Robot Interaction
IEEE INTERNET OF THINGS JOURNAL. Pag.1-13
ISSN:2327-4662.
Foggia, P.; Greco, A.; Roberto, A.; Saggese, A.; Vento, M.
Digital Object Identifier (DOI): 10.1109/JIOT.2023.3303196
Codice identificativo ISI: WOS:001163472700058
Codice identificativo SCOPUS: 2-s2.0-85167799062
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2023
Articolo in rivista
Benchmarking deep networks for facial emotion recognition in the wild
MULTIMEDIA TOOLS AND APPLICATIONS. Pag.1-32
ISSN:1380-7501.
Greco, A.; Strisciuglio, N.; Vento, M.; Vigilante, V.
Digital Object Identifier (DOI): 10.1007/s11042-022-12790-7
Codice identificativo ISI: WOS:000780464900007
Codice identificativo SCOPUS: 2-s2.0-85127280889
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2023
Articolo in rivista
Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios
SENSORS. Vol. 23. Pag.4024-4047
ISSN:1424-8220.
Gragnaniello, D.; Greco, A.; Saggese, A.; Vento, M.; Vicinanza, A.
Versione online
Digital Object Identifier (DOI): 10.3390/s23084024
Codice identificativo ISI: WOS:000977522400001
Codice identificativo SCOPUS: 2-s2.0-85153781881
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2023
Articolo in rivista
Multi-task learning on the edge for effective gender, age, ethnicity and emotion recognition
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. Vol. 118. Pag.105651-105663
ISSN:0952-1976.
Foggia, P.; Greco, A.; Saggese, A.; Vento, M.
Digital Object Identifier (DOI): 10.1016/j.engappai.2022.105651
Codice identificativo ISI: WOS:000894964700001
Codice identificativo SCOPUS: 2-s2.0-85145582848
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2023
Articolo in rivista
Degramnet: effective audio analysis based on a fully learnable time–frequency representation
NEURAL COMPUTING & APPLICATIONS. Pag.1-13
ISSN:0941-0643.
Foggia, P.; Greco, A.; Roberto, A.; Saggese, A.; Vento, M.
Versione online
Digital Object Identifier (DOI): 10.1007/s00521-023-08849-7
Codice identificativo ISI: WOS:001033478000005
Codice identificativo SCOPUS: 2-s2.0-85165128510
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2022
Articolo in rivista
Few-shot re-identification of the speaker by social robots
AUTONOMOUS ROBOTS. Pag.1-12
ISSN:0929-5593.
Foggia, P.; Greco, A.; Roberto, A.; Saggese, A.; Vento, M.
Versione online
Digital Object Identifier (DOI): 10.1007/s10514-022-10073-6
Codice identificativo ISI: WOS:000879653900001
Codice identificativo SCOPUS: 2-s2.0-85141524657
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2022
Articolo in rivista
Vehicles Detection for Smart Roads Applications on Board of Smart Cameras: A Comparative Analysis
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. Pag.1-13
ISSN:1524-9050.
Greco, Antonio; Saggese, Alessia; Vento, Mario; Vigilante, Vincenzo
Digital Object Identifier (DOI): 10.1109/TITS.2021.3075749
Codice identificativo ISI: WOS:000732208400001
Codice identificativo SCOPUS: 2-s2.0-85105880802
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2022
Articolo in rivista
Effective training of convolutional neural networks for age estimation based on knowledge distillation
NEURAL COMPUTING & APPLICATIONS. Pag.1-16
ISSN:0941-0643.
Greco, A.; Saggese, A.; Vento, M.; Vigilante, V.
Digital Object Identifier (DOI): 10.1007/s00521-021-05981-0
Codice identificativo ISI: WOS:000641663000005
Codice identificativo SCOPUS: 2-s2.0-85104939371
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2022
Articolo in rivista
A deep learning based system for handwashing procedure evaluation
NEURAL COMPUTING & APPLICATIONS. Pag.1-16
ISSN:0941-0643.
Greco, A.; Percannella, G.; Ritrovato, P.; Saggese, A.; Vento, M.
Digital Object Identifier (DOI): 10.1007/s00521-022-07194-5
Codice identificativo ISI: WOS:000784739200001
Codice identificativo SCOPUS: 2-s2.0-85129319327
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2021
Articolo in rivista
Attention-based hierarchical recurrent neural networks for MOOC forum posts analysis
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Vol. 12. Pag.9977-9989
ISSN:1868-5137.
Capuano, Nicola; Caballé, Santi; Conesa, Jordi; Greco, Antonio
Versione online
Digital Object Identifier (DOI): 10.1007/s12652-020-02747-9
Codice identificativo ISI: WOS:000601480200003
Codice identificativo SCOPUS: 2-s2.0-85099502117
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2021
Articolo in rivista
DENet: a deep architecture for audio surveillance applications
NEURAL COMPUTING & APPLICATIONS. Vol. 33. Pag.11273-11284
ISSN:1433-3058.
Greco, Antonio; Roberto, Antonio; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1007/s00521-020-05572-5
Codice identificativo ISI: WOS:000607044700002
Codice identificativo SCOPUS: 2-s2.0-85099296237
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2020
Articolo in rivista
Benchmarking deep network architectures for ethnicity recognition using a new large face dataset
MACHINE VISION AND APPLICATIONS. Vol. 31. Pag.1-13
ISSN:0932-8092.
Greco, A.; Percannella, G.; Vento, M.; Vigilante, V.
Versione online
Digital Object Identifier (DOI): 10.1007/s00138-020-01123-z
Codice identificativo ISI: WOS:000569085600001
Codice identificativo SCOPUS: 2-s2.0-85090839095
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2020
Articolo in rivista
A Convolutional Neural Network for Gender Recognition Optimizing the Accuracy/Speed Tradeoff
IEEE ACCESS. Vol. 8. Pag.130771-130781
ISSN:2169-3536.
Greco, A.; Saggese, A.; Vento, M.; Vigilante, V.
Digital Object Identifier (DOI): 10.1109/ACCESS.2020.3008793
Codice identificativo ISI: WOS:000553013200001
Codice identificativo SCOPUS: 2-s2.0-85089514219
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2020
Articolo in rivista
Gender recognition in the wild: a robustness evaluation over corrupted images
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Pag.0-0
ISSN:1868-5137.
Greco, Antonio; Saggese, Alessia; Vento, Mario; Vigilante, Vincenzo
Versione online
Digital Object Identifier (DOI): 10.1007/s12652-020-02750-0
Codice identificativo ISI: WOS:000601480200002
Codice identificativo SCOPUS: 2-s2.0-85099506771
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2020
Articolo in rivista
AReN: A Deep Learning Approach for Sound Event Recognition using a Brain inspired Representation
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. Vol. 15. Pag.3610-3624
ISSN:1556-6013.
Greco, Antonio; Petkov, Nicolai; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1109/TIFS.2020.2994740
Codice identificativo ISI: WOS:000545573400007
Codice identificativo SCOPUS: 2-s2.0-85091766203
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2019
Articolo in rivista
VF3-Light: A lightweight subgraph isomorphism algorithm and its experimental evaluation
PATTERN RECOGNITION LETTERS. Vol. 125. Pag.591-596
ISSN:0167-8655.
Carletti, Vincenzo; Foggia, Pasquale; Greco, Antonio; Vento, Mario; Vigilante, Vincenzo
Versione online
Digital Object Identifier (DOI): 10.1016/j.patrec.2019.07.001
Codice identificativo ISI: WOS:000482374500081
Codice identificativo SCOPUS: 2-s2.0-85068518257
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2019
Articolo in rivista
Age from faces in the deep learning revolution
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. Pag.2113-2132
ISSN:0162-8828.
Carletti, Vincenzo; Greco, Antonio; Percannella, Gennaro; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1109/TPAMI.2019.2910522
Codice identificativo ISI: WOS:000557354900004
Codice identificativo SCOPUS: 2-s2.0-85087544550
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2019
Articolo in rivista
An intelligent flying system for automatic detection of faults in photovoltaic plants
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Pag.1-14
ISSN:1868-5137.
Carletti, V.; Greco, A.; Saggese, A.; Vento, M.
Versione online
Digital Object Identifier (DOI): 10.1007/s12652-019-01212-6
Codice identificativo ISI: WOS:000528395400016
Codice identificativo SCOPUS: 2-s2.0-85060522973
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2019
Articolo in rivista
An effective real time gender recognition system for smart cameras
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Pag.1-13
ISSN:1868-5137.
Carletti, V.; Greco, A.; Saggese, A.; Vento, M.
Versione online
Digital Object Identifier (DOI): 10.1007/s12652-019-01267-5
Codice identificativo ISI: WOS:000536462400017
Codice identificativo SCOPUS: 2-s2.0-85063031219
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2018
Articolo in rivista
Comparing performance of graph matching algorithms on huge graphs
PATTERN RECOGNITION LETTERS. Pag.1-1
ISSN:0167-8655.
Carletti, Vincenzo; Foggia, Pasquale; Greco, Antonio; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1016/j.patrec.2018.06.025
Codice identificativo ISI: WOS:000536796700008
Codice identificativo SCOPUS: 2-s2.0-85049348692
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2018
Articolo in rivista
Multi-object tracking by flying cameras based on a Forward-Backward Interaction
IEEE ACCESS. Pag.1-1
ISSN:2169-3536.
Carletti, Vincenzo; Greco, Antonio; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1109/ACCESS.2018.2864672
Codice identificativo ISI: WOS:000443984700001
Codice identificativo SCOPUS: 2-s2.0-85052561479
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2018
Articolo in rivista
Fusion of Domain-Specific and Trainable Features for Gender Recognition from Face Images
IEEE ACCESS. Vol. 6. Pag.24171-24183
ISSN:2169-3536.
Azzopardi, George; Greco, Antonio; Saggese, Alessia; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1109/ACCESS.2018.2823378
Codice identificativo ISI: WOS:000433573600001
Codice identificativo SCOPUS: 2-s2.0-85045194665
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2016
Articolo in rivista
Counting people by RGB or depth overhead cameras
PATTERN RECOGNITION LETTERS. Vol. 81. Pag.41-50
ISSN:0167-8655.
DEL PIZZO, Luca; Foggia, Pasquale; Greco, Antonio; Percannella, Gennaro; Vento, Mario
Versione online
Digital Object Identifier (DOI): 10.1016/j.patrec.2016.05.033
Codice identificativo ISI: WOS:000383822500006
Codice identificativo SCOPUS: 2-s2.0-84977667226
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