Lidar and AI Based Surveillance of Industrial Process Environments

Autor: Maik Groneberg, Olaf Poenicke, Chirag Mandal, Nils Treuheit
Rok vydání: 2023
Předmět:
Zdroj: Transport and Telecommunication Journal. 24:13-21
ISSN: 1407-6179
DOI: 10.2478/ttj-2023-0002
Popis: The paper describes a system approach to use LiDAR sensors for capturing dynamic point cloud data in industrial process environments and to interpret the captured scenes with AI based object detection. The object detection is used to distinguish between humans and other mobile objects in safety relevant workspaces. Several AI methods relevant for such application are analysed. One method is applied with annotated test data and evaluated concerning its accuracy.
Databáze: OpenAIRE