#UOET24 Proceedings - The Urban Prism of Responsibility
Headquarters Papers Online - Special Issue
| Editors | Peter HOFER, Reinhard JANKO |
| Year and Place of Publication | 2024, Wiener Neustadt |
| Publisher | Bundesministerium für Landesverteidigung |
| Conference Series | Urban Operations Expert Talks |
| Conference | Urban Operations Expert Talks 2024 25.6.2024 - 27.6.2024 LINZ |
| Peer Review | Double-blind |
Transferable Crowd Counting an Localization for Urban Operations
Authors:
Roland PERKO, Richard LADSTÄDTER, Ana GREGORAC (Joanneum Research), Christian REPASKI (eurofunk KAPPACHER)
Abstract:
In urban operations, an intuitive common operational picture (COP) is essential for gathering necessary information for operators like fire fighters, police, and military personnel. This work emphasizes accurate crowd counting and localization in urban settings using video surveillance and AI, particularly deep learning with vision transformers. Results are visualized as a 2D human density layer in the COP. Addressing data set variability, the presented multi-resolution approach enables transferable AI models, overcoming the challenge of diverse training and real-world data.