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Nicola Messina
Nicola Messina
Researcher @ ISTI-CNR, Pisa
Geverifieerd e-mailadres voor isti.cnr.it
Titel
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Combining efficientnet and vision transformers for video deepfake detection
DA Coccomini, N Messina, C Gennaro, F Falchi
International conference on image analysis and processing, 219-229, 2022
1582022
Fine-grained visual textual alignment for cross-modal retrieval using transformer encoders
N Messina, G Amato, A Esuli, F Falchi, C Gennaro, S Marchand-Maillet
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2021
1312021
Transformer reasoning network for image-text matching and retrieval
N Messina, F Falchi, A Esuli, G Amato
2020 25th International conference on pattern recognition (ICPR), 5222-5229, 2021
732021
Virtual to real adaptation of pedestrian detectors
L Ciampi, N Messina, F Falchi, C Gennaro, G Amato
Sensors 20 (18), 5250, 2020
402020
VISIONE at video browser showdown 2023
G Amato, P Bolettieri, F Carrara, F Falchi, C Gennaro, N Messina, ...
International conference on multimedia modeling, 615-621, 2023
382023
Learning pedestrian detection from virtual worlds
G Amato, L Ciampi, F Falchi, C Gennaro, N Messina
Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
362019
The face deepfake detection challenge
L Guarnera, O Giudice, F Guarnera, A Ortis, G Puglisi, A Paratore, ...
Journal of Imaging 8 (10), 263, 2022
322022
Solving the same-different task with convolutional neural networks
N Messina, G Amato, F Carrara, C Gennaro, F Falchi
Pattern Recognition Letters 143, 75-80, 2021
252021
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS
J Lokoč, S Andreadis, W Bailer, A Duane, C Gurrin, Z Ma, N Messina, ...
Multimedia Systems 29 (6), 3481-3504, 2023
202023
Aladin: distilling fine-grained alignment scores for efficient image-text matching and retrieval
N Messina, M Stefanini, M Cornia, L Baraldi, F Falchi, G Amato, ...
Proceedings of the 19th international conference on content-based multimedia …, 2022
182022
Learning visual features for relational CBIR
N Messina, G Amato, F Carrara, F Falchi, C Gennaro
International Journal of Multimedia Information Retrieval 9 (2), 113-124, 2020
172020
Bus violence: An open benchmark for video violence detection on public transport
L Ciampi, P Foszner, N Messina, M Staniszewski, C Gennaro, F Falchi, ...
Sensors 22 (21), 8345, 2022
162022
Learning relationship-aware visual features
N Messina, G Amato, F Carrara, F Falchi, C Gennaro
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
152018
Testing deep neural networks on the same-different task
N Messina, G Amato, F Carrara, F Falchi, C Gennaro
2019 international conference on content-based multimedia indexing (cbmi), 1-6, 2019
132019
Recurrent vision transformer for solving visual reasoning problems
N Messina, G Amato, F Carrara, C Gennaro, F Falchi
International Conference on Image Analysis and Processing, 50-61, 2022
112022
AIMH at SemEval-2021 Task 6: multimodal classification using an ensemble of transformer models
N Messina, F Falchi, C Gennaro, G Amato
Proceedings of the 15th International Workshop on Semantic Evaluation …, 2021
112021
A spatio-temporal attentive network for video-based crowd counting
M Avvenuti, M Bongiovanni, L Ciampi, F Falchi, C Gennaro, N Messina
2022 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2022
102022
Towards efficient cross-modal visual textual retrieval using transformer-encoder deep features
N Messina, G Amato, F Falchi, C Gennaro, S Marchand-Maillet
2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2021
102021
Deep learning for structural health monitoring: An application to heritage structures
F Carrara, F Falchi, M Girardi, N Messina, C Padovani, D Pellegrini
arXiv preprint arXiv:2211.10351, 2022
62022
Text-to-motion retrieval: Towards joint understanding of human motion data and natural language
N Messina, J Sedmidubsky, F Falchi, T Rebok
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
52023
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Artikelen 1–20