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Lidar and AI Based Surveillance of Industrial Process Environments Cover

Lidar and AI Based Surveillance of Industrial Process Environments

Open Access
|Feb 2023

Abstract

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.

DOI: https://doi.org/10.2478/ttj-2023-0002 | Journal eISSN: 1407-6179 | Journal ISSN: 1407-6160
Language: English
Page range: 13 - 21
Published on: Feb 28, 2023
Published by: Transport and Telecommunication Institute
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Maik Groneberg, Olaf Poenicke, Chirag Mandal, Nils Treuheit, published by Transport and Telecommunication Institute
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.