TY - CONF A1 - Surmann, Hartmut A1 - Kaiser, Tiffany A1 - Leinweber, Artur A1 - Senkowski, Gerhard A1 - Slomma, Dominik A1 - Thurow, Marc T1 - Small commercial UAVs for indoor Search and Rescue Missions T2 - Konferenz: 7th International Conference on Automation, Robotics and Applications (ICARA), 4.-6. Februar 2021 in Prag (Tschechien) N2 - This technical report is about the architecture and integration of very small commercial UAVs (< 40 cm diagonal) in indoor Search and Rescue missions. One UAV is manually controlled by only one single human operator delivering live video streams and image series for later 3D scene modelling and inspection. In order to assist the operator who has to simultaneously observe the environment and navigate through it we use multiple deep neural networks to provide guided autonomy, automatic object detection and classification and local 3D scene modelling. Our methods help to reduce the cognitive load of the operator. We describe a framework for quick integration of new methods from the field of Deep Learning, enabling for rapid evaluation in real scenarios, including the interaction of methods. KW - Robotik Y1 - 2021 UR - https://whge.opus.hbz-nrw.de/frontdoor/index/index/docId/4052 UR - https://nbn-resolving.org/urn:nbn:de:hbz:1010-opus4-40529 SN - 978-1-6654-4645-7 SP - 106 EP - 113 PB - IEEE CY - Prag ER -