BERARDINI, DANIELE
BERARDINI, DANIELE
Dipartimento Ingegneria dell'Informazione
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras
2024-01-01 Berardini, D.; Migliorelli, L.; Galdelli, A.; Frontoni, E.; Mancini, A.; Moccia, S.
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis
2023-01-01 Migliorelli, Lucia; Berardini, Daniele; Cela, Kevin; Coccia, Michela; Villani, Laura; Frontoni, Emanuele; Moccia, Sara
Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices
2022-01-01 Berardini, Daniele; Galdelli, Alessandro; Mancini, Adriano; Zingaretti, Primo
Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices
2022-01-01 Berardini, D.; Galdelli, A.; Mancini, A.; Zingaretti, P.
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation
2023-01-01 Carolina, Gonçalves; Lopes, João M.; Moccia, Sara; Berardini, Daniele; Migliorelli, Lucia; Santos, Cristina P.
Edge AI for human-behavior monitoring: designing lightweight Deep Learning methods on resource-constrained devices
2024-03-13 Berardini, Daniele
Edge Artificial Intelligence: A Multi-Camera Video Surveillance Application
2021-01-01 Berardini, Daniele; Mancini, Adriano; Zingaretti, Primo; Moccia, Sara
Edge-AI for Buoy Detection and Mussel Farming: A Comparative Study of YOLO Frameworks
2024-01-01 Narang, Gagan; Berardini, Daniele; Pietrini, Rocco; Tassetti, Anna Nora; Mancini, Adriano; Galdelli, Alessandro
Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach
2020-01-01 Berardini, Daniele; Migliorelli, Lucia; Moccia, Sara; Naldini, Marcello; Angelis, Gioia De; Frontoni, Emanuele
Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients
2021-01-01 Montomoli, Jonathan; Romeo, Luca; Moccia, Sara; Bernardini, Michele; Migliorelli, Lucia; Berardini, Daniele; Donati, Abele; Carsetti, Andrea; Bocci, Maria Grazia; Wendel Garcia, Pedro David; Fumeaux, Thierry; Guerci, Philippe; Schüpbach, Reto Andreas; Ince, Can; Frontoni, Emanuele; Hilty, Matthias Peter; Alfaro-Farias, Mario; Vizmanos-Lamotte, Gerardo; Tschoellitsch, Thomas; Meier, Jens; Aguirre-Bermeo, Hernán; Apolo, Janina; Martínez, Alberto; Jurkolow, Geoffrey; Delahaye, Gauthier; Novy, Emmanuel; Losser, Marie-Reine; Wengenmayer, Tobias; Rilinger, Jonathan; Staudacher, Dawid L.; David, Sascha; Welte, Tobias; Stahl, Klaus; Pavlos”, “Agios; Aslanidis, Theodoros; Korsos, Anita; Babik, Barna; Nikandish, Reza; Rezoagli, Emanuele; Giacomini, Matteo; Nova, Alice; Fogagnolo, Alberto; Spadaro, Savino; Ceriani, Roberto; Murrone, Martina; Wu, Maddalena A.; Cogliati, Chiara; Colombo, Riccardo; Catena, Emanuele; Turrini, Fabrizio; Simonini, Maria Sole; Fabbri, Silvia; Potalivo, Antonella; Facondini, Francesca; Gangitano, Gianfilippo; Perin, Tiziana; Grazia Bocci, Maria; Antonelli, Massimo; Gommers, Diederik; Rodríguez-García, Raquel; Gámez-Zapata, Jorge; Taboada-Fraga, Xiana; Castro, Pedro; Tellez, Adrian; Lander-Azcona, Arantxa; Escós-Orta, Jesús; Martín-Delgado, Maria C.; Algaba-Calderon, Angela; Franch-Llasat, Diego; Roche-Campo, Ferran; Lozano-Gómez, Herminia; Zalba-Etayo, Begoña; Michot, Marc P.; Klarer, Alexander; Ensner, Rolf; Schott, Peter; Urech, Severin; Zellweger, Nuria; Merki, Lukas; Lambert, Adriana; Laube, Marcus; Jeitziner, Marie M.; Jenni-Moser, Beatrice; Wiegand, Jan; Yuen, Bernd; Lienhardt-Nobbe, Barbara; Westphalen, Andrea; Salomon, Petra; Drvaric, Iris; Hillgaertner, Frank; Sieber, Marianne; Dullenkopf, Alexander; Petersen, Lina; Chau, Ivan; Ksouri, Hatem; Sridharan, Govind Oliver; Cereghetti, Sara; Boroli, Filippo; Pugin, Jerome; Grazioli, Serge; Rimensberger, Peter C.; Bürkle, Christian; Marrel, Julien; Brenni, Mirko; Fleisch, Isabelle; Lavanchy, Jerome; Perez, Marie-Helene; Ramelet, Anne-Sylvie; Weber, Anja Baltussen; Gerecke, Peter; Christ, Andreas; Ceruti, Samuele; Glotta, Andrea; Marquardt, Katharina; Shaikh, Karim; Hübner, Tobias; Neff, Thomas; Redecker, Hermann; Moret-Bochatay, Mallory; Bentrup, FriederikeMeyer zu; Studhalter, Michael; Stephan, Michael; Brem, Jan; Gehring, Nadine; Selz, Daniela; Naon, Didier; Kleger, Gian-Reto; Pietsch, Urs; Filipovic, Miodrag; Ristic, Anette; Sepulcri, Michael; Heise, Antje; Franchitti Laurent, Marilene; Laurent, Jean-Christophe; Wendel Garcia, Pedro D.; Schuepbach, Reto; Heuberger, Dorothea; Bühler, Philipp; Brugger, Silvio; Fodor, Patricia; Locher, Pascal; Camen, Giovanni; Gaspert, Tomislav; Jovic, Marija; Haberthuer, Christoph; Lussman, Roger F.; Colak, Elif
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?
2022-01-01 Cacciatore, Alessandro; Migliorelli, Lucia; Berardini, Daniele; Tiribelli, Simona; Pigliapoco, Stefano; Moccia, Sara
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants’ depth images
2022-01-01 Migliorelli, Lucia; Cacciatore, Alessandro; Ottaviani, Valeria; Berardini, Daniele; Dellaca', Raffaele; Frontoni, Emanuele; Moccia, Sara
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras | 1-gen-2024 | Berardini, D.; Migliorelli, L.; Galdelli, A.; Frontoni, E.; Mancini, A.; Moccia, S. | |
| A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis | 1-gen-2023 | Migliorelli, Lucia; Berardini, Daniele; Cela, Kevin; Coccia, Michela; Villani, Laura; Frontoni, Emanuele; Moccia, Sara | |
| Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices | 1-gen-2022 | Berardini, Daniele; Galdelli, Alessandro; Mancini, Adriano; Zingaretti, Primo | |
| Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices | 1-gen-2022 | Berardini, D.; Galdelli, A.; Mancini, A.; Zingaretti, P. | |
| Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation | 1-gen-2023 | Carolina, Gonçalves; Lopes, João M.; Moccia, Sara; Berardini, Daniele; Migliorelli, Lucia; Santos, Cristina P. | |
| Edge AI for human-behavior monitoring: designing lightweight Deep Learning methods on resource-constrained devices | 13-mar-2024 | Berardini, Daniele | |
| Edge Artificial Intelligence: A Multi-Camera Video Surveillance Application | 1-gen-2021 | Berardini, Daniele; Mancini, Adriano; Zingaretti, Primo; Moccia, Sara | |
| Edge-AI for Buoy Detection and Mussel Farming: A Comparative Study of YOLO Frameworks | 1-gen-2024 | Narang, Gagan; Berardini, Daniele; Pietrini, Rocco; Tassetti, Anna Nora; Mancini, Adriano; Galdelli, Alessandro | |
| Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach | 1-gen-2020 | Berardini, Daniele; Migliorelli, Lucia; Moccia, Sara; Naldini, Marcello; Angelis, Gioia De; Frontoni, Emanuele | |
| Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients | 1-gen-2021 | Montomoli, Jonathan; Romeo, Luca; Moccia, Sara; Bernardini, Michele; Migliorelli, Lucia; Berardini, Daniele; Donati, Abele; Carsetti, Andrea; Bocci, Maria Grazia; Wendel Garcia, Pedro David; Fumeaux, Thierry; Guerci, Philippe; Schüpbach, Reto Andreas; Ince, Can; Frontoni, Emanuele; Hilty, Matthias Peter; Alfaro-Farias, Mario; Vizmanos-Lamotte, Gerardo; Tschoellitsch, Thomas; Meier, Jens; Aguirre-Bermeo, Hernán; Apolo, Janina; Martínez, Alberto; Jurkolow, Geoffrey; Delahaye, Gauthier; Novy, Emmanuel; Losser, Marie-Reine; Wengenmayer, Tobias; Rilinger, Jonathan; Staudacher, Dawid L.; David, Sascha; Welte, Tobias; Stahl, Klaus; Pavlos”, “Agios; Aslanidis, Theodoros; Korsos, Anita; Babik, Barna; Nikandish, Reza; Rezoagli, Emanuele; Giacomini, Matteo; Nova, Alice; Fogagnolo, Alberto; Spadaro, Savino; Ceriani, Roberto; Murrone, Martina; Wu, Maddalena A.; Cogliati, Chiara; Colombo, Riccardo; Catena, Emanuele; Turrini, Fabrizio; Simonini, Maria Sole; Fabbri, Silvia; Potalivo, Antonella; Facondini, Francesca; Gangitano, Gianfilippo; Perin, Tiziana; Grazia Bocci, Maria; Antonelli, Massimo; Gommers, Diederik; Rodríguez-García, Raquel; Gámez-Zapata, Jorge; Taboada-Fraga, Xiana; Castro, Pedro; Tellez, Adrian; Lander-Azcona, Arantxa; Escós-Orta, Jesús; Martín-Delgado, Maria C.; Algaba-Calderon, Angela; Franch-Llasat, Diego; Roche-Campo, Ferran; Lozano-Gómez, Herminia; Zalba-Etayo, Begoña; Michot, Marc P.; Klarer, Alexander; Ensner, Rolf; Schott, Peter; Urech, Severin; Zellweger, Nuria; Merki, Lukas; Lambert, Adriana; Laube, Marcus; Jeitziner, Marie M.; Jenni-Moser, Beatrice; Wiegand, Jan; Yuen, Bernd; Lienhardt-Nobbe, Barbara; Westphalen, Andrea; Salomon, Petra; Drvaric, Iris; Hillgaertner, Frank; Sieber, Marianne; Dullenkopf, Alexander; Petersen, Lina; Chau, Ivan; Ksouri, Hatem; Sridharan, Govind Oliver; Cereghetti, Sara; Boroli, Filippo; Pugin, Jerome; Grazioli, Serge; Rimensberger, Peter C.; Bürkle, Christian; Marrel, Julien; Brenni, Mirko; Fleisch, Isabelle; Lavanchy, Jerome; Perez, Marie-Helene; Ramelet, Anne-Sylvie; Weber, Anja Baltussen; Gerecke, Peter; Christ, Andreas; Ceruti, Samuele; Glotta, Andrea; Marquardt, Katharina; Shaikh, Karim; Hübner, Tobias; Neff, Thomas; Redecker, Hermann; Moret-Bochatay, Mallory; Bentrup, FriederikeMeyer zu; Studhalter, Michael; Stephan, Michael; Brem, Jan; Gehring, Nadine; Selz, Daniela; Naon, Didier; Kleger, Gian-Reto; Pietsch, Urs; Filipovic, Miodrag; Ristic, Anette; Sepulcri, Michael; Heise, Antje; Franchitti Laurent, Marilene; Laurent, Jean-Christophe; Wendel Garcia, Pedro D.; Schuepbach, Reto; Heuberger, Dorothea; Bühler, Philipp; Brugger, Silvio; Fodor, Patricia; Locher, Pascal; Camen, Giovanni; Gaspert, Tomislav; Jovic, Marija; Haberthuer, Christoph; Lussman, Roger F.; Colak, Elif | |
| Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? | 1-gen-2022 | Cacciatore, Alessandro; Migliorelli, Lucia; Berardini, Daniele; Tiribelli, Simona; Pigliapoco, Stefano; Moccia, Sara | |
| TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants’ depth images | 1-gen-2022 | Migliorelli, Lucia; Cacciatore, Alessandro; Ottaviani, Valeria; Berardini, Daniele; Dellaca', Raffaele; Frontoni, Emanuele; Moccia, Sara |