Conference
Toward Pervasive Computer Vision for Intelligent Transport System
| العنوان: | Toward Pervasive Computer Vision for Intelligent Transport System |
|---|---|
| المؤلفون: | Leone, Giuseppe, Carboni, Andrea, Nardi, Simone, Moroni, Davide |
| المساهمون: | CNR Istituto di Scienza e Tecnologie dell’Informazione “A. Faedo” Pisa (CNR, National Research Council of Italy |
| المصدر: | IEEE International Conference on Pervasive Computing and Communications (PERCOM) ; https://hal.science/hal-03659774 ; IEEE International Conference on Pervasive Computing and Communications (PERCOM), Mar 2022, Pisa, Italy |
| بيانات النشر: | HAL CCSD |
| سنة النشر: | 2022 |
| المجموعة: | Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
| مصطلحات موضوعية: | Intelligent Transport System, pervasive computing, edge computing, privacy-by-design, multiple people tracking, [INFO]Computer Science [cs] |
| جغرافية الموضوع: | Pisa, Italy |
| الوصف: | International audience ; The Smart Passenger Center (SPaCe) is a fully integrated platform that aims to overcome the complexity of centralized management of public transport infrastructure and vehicles. The SPaCe artificial intelligence engine predicts threats and critical events and proposes countermeasures by examining the daily flows of people and correlating different data and events, thanks to machine learning and big data analytics. All this massive data comes from a pervasive smart camera network that constantly monitors activities in stations, trains, buses and other places of interest. In this work, we present the idea of this computer vision distributed subsystem , the state of the art of the techniques involved and the advanced functionalities that this intelligent surveillance system offers to the upper layers. Everything is developed following the privacy-by-design paradigm; namely, no real image is recorded or transmitted, but all the elaborations take place on the edge nodes of the system. |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| Relation: | hal-03659774; https://hal.science/hal-03659774; https://hal.science/hal-03659774/document; https://hal.science/hal-03659774/file/leone_percom2022_postprint.pdf |
| الاتاحة: | https://hal.science/hal-03659774 https://hal.science/hal-03659774/document https://hal.science/hal-03659774/file/leone_percom2022_postprint.pdf |
| Rights: | info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.8F070489 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |