| 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 | 99 | 2021 |
| 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 | 81 | 2022 |
| 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 | 58 | 2021 |
| Virtual to real adaptation of pedestrian detectors L Ciampi, N Messina, F Falchi, C Gennaro, G Amato Sensors 20 (18), 5250, 2020 | 35 | 2020 |
| 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 | 32 | 2019 |
| 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 | 23 | 2023 |
| 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 | 19 | 2021 |
| 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 | 16 | 2020 |
| The face deepfake detection challenge L Guarnera, O Giudice, F Guarnera, A Ortis, G Puglisi, A Paratore, ... Journal of Imaging 8 (10), 263, 2022 | 15 | 2022 |
| 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 | 15 | 2018 |
| 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 | 11 | 2019 |
| 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 | 10 | 2021 |
| 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 | 9 | 2021 |
| 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 | 8 | 2022 |
| 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 | 8 | 2022 |
| 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 | 7 | 2022 |
| 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 | 6 | 2022 |
| 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 | 4 | 2022 |
| Development of a realistic crowd simulation environment for fine-grained validation of people tracking methods P Foszner, A Szczęsna, L Ciampi, N Messina, A Cygan, B Bizoń, M Cogiel, ... arXiv preprint arXiv:2304.13403, 2023 | 3 | 2023 |
| Crowdsim2: an open synthetic benchmark for object detectors P Foszner, A Szczęsna, L Ciampi, N Messina, A Cygan, B Bizoń, M Cogiel, ... arXiv preprint arXiv:2304.05090, 2023 | 3 | 2023 |
Fabrizio FalchiSenior Researcher at ISTI-CNR, PisaVerified email at isti.cnr.it
