TY - CHAP A1 - Eggert, Mathias A1 - Schade, Maximilian A1 - Bröhl, Florian A1 - Moriz, Alexander ED - Mandviwalla, Munir ED - Söllner, Matthias ED - Tuunanen, Tuure T1 - Generating synthetic LiDAR point cloud data for object detection using the Unreal Game Engine T2 - Design Science Research for a Resilient Future (DESRIST 2024) N2 - Object detection based on artificial intelligence is ubiquitous in today’s computer vision research and application. The training of the neural networks for object detection requires large and high-quality datasets. Besides datasets based on image data, datasets derived from point clouds offer several advantages. However, training datasets are sparse and their generation requires a lot of effort, especially in industrial domains. A solution to this issue offers the generation of synthetic point cloud data. Based on the design science research method, the work at hand proposes an approach and its instantiation for generating synthetic point cloud data based on the Unreal Engine. The point cloud quality is evaluated by comparing the synthetic cloud to a real-world point cloud. Within a practical example the applicability of the Unreal Game engine for synthetic point cloud generation could be successfully demonstrated. Y1 - 2024 SN - 978-3-031-61174-2 (Print) SN - 978-3-031-61175-9 (Online) U6 - https://doi.org/10.1007/978-3-031-61175-9_20 N1 - 19th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2024, Trollhättan, Sweden, June 3–5, 2024 SP - 295 EP - 309 PB - Springer CY - Cham ER - TY - CHAP A1 - Jarke, Matthias A1 - Gebhardt, Michael A1 - Jacobs, Stephan A1 - Nissen, Hans W. T1 - Conflict analysis across heterogeneous viewpoints: formalization and visualization T2 - Proceedings of the 29th Annual Hawaii International Conference on System Sciences Y1 - 1996 SN - 0-8186-7324-9 U6 - https://doi.org/10.1109/HICSS.1996.493191 SP - 199 EP - 208 ER - TY - CHAP A1 - Schuh, G. A1 - Gottschalk, S. A1 - Höhne, Tim A1 - Cloots, M. ED - Wenzel, Sigrid T1 - Parametrierung einer Schlupfregelung in der simulativen Produktionsplanung T2 - Simulation in Produktion und Logistik 2006 : Tagungsband zur 12. Fachtagung, Kassel, 26. - 27. September 2006 Y1 - 2006 SN - 3-936150-48-6 N1 - ASIM-Mitteilung ; 104 SP - 233 EP - 243 ER - TY - CHAP A1 - Fleisch, Elgar A1 - Fuchs, Sascha A1 - Gottschalk, Sebastian Friedrich A1 - Güthenke, Gunnar A1 - Höhne, Tim A1 - Jacobs, Georg A1 - Junker, F. A1 - Millarg, K. A1 - Narr, Claus A1 - Nyhuis, Peter A1 - Schuh, Günther ED - Brecher, Christian T1 - High resolution production management : Auftragsplanung und Steuerung in der individualisierten Produktion T2 - Wettbewerbsfaktor Produktionstechnik : Aachener Perspektiven ; [Tagungsband ; AWK, Aachener Werkzeugmaschinen-Kolloquium '08, 5. bis 6. Juni] Y1 - 2008 SN - 978-3-940565-04-4 N1 - DVS-Berichte ; 252 SP - 451 EP - 471 PB - Apprimus Verl. CY - Aachen ER - TY - CHAP A1 - Schuh, Günther A1 - Gottschalk, Sebastian A1 - Höhne, Tim A1 - Attig, Philipp ED - Mitsuishi, M. T1 - Further Potentials of Smart Logistics T2 - Manufacturing Systems and Technologies for the New Frontier Y1 - 2008 SN - 978-1-84800-267-8 SN - 978-1-84800-266-1 (Printausgabe) U6 - https://doi.org/10.1007/978-1-84800-267-8_18 N1 - The 41St Cirp Conference On Manufacturing Systems, May 26-28, 2008, Tokyo, Japan SP - 93 EP - 96 PB - Springer CY - London ER - TY - CHAP A1 - Schuh, Günther A1 - Gottschalk, Sebastian Friedrich A1 - Narr, Claus A1 - Höhne, Tim ED - Zäh, Michael F. T1 - Adaptive logistics : information management for planning and control of small series assembly T2 - 2nd International Conference on Changeable, Agile, Reconfigurable and Virtual Production (CARV 2007), Toronto, Ontario, Canada, 22-24 July 2007 : Book of Abstracts Y1 - 2007 SN - 978-0-9783187-0-3 SP - 212 EP - 221 ER - TY - CHAP A1 - Drumm, Christian A1 - Schmitt, Matthias A1 - Do, Hong-Hai A1 - Rahm, Erhard T1 - Quickmig: automatic schema matching for data migration projects T2 - Proceedings of the 2007 ACM Conference on Information and Knowledge Management / CIKM'07, Lisboa, Portugal, Nov. 6 - 10, 2007 Y1 - 2007 SN - 978-1-59593-803-9 U6 - https://doi.org/10.1145/1321440.1321458 SP - 107 EP - 116 ER - TY - CHAP A1 - Weber, Ingo A1 - Markovic, Ivan A1 - Drumm, Christian T1 - A conceptual framework for composition in business process management T2 - Business Information Systems : 10th International Conference, BIS 2007, Poznan, Poland, April 25-27, 2007. Proceedings Y1 - 2007 SN - 978-3-540-72035-5 U6 - https://doi.org/10.1007/978-3-540-72035-5_5 SP - 54 EP - 66 PB - Springer CY - Berlin, Heidelberg ER - TY - CHAP A1 - Drumm, Christian A1 - Lemcke, Jens A1 - Oberle, Daniel T1 - Integrating Semantic Web Services and Business Process Management: A Real Use Case T2 - Proceedings of the ESWC 2006 Workshop Semantics for Business Process Management 2006 (SBPM 2006), June 2006 Y1 - 2006 ER - TY - CHAP A1 - Kunfermann, Philipp A1 - Drumm, Christian T1 - Lifting XML schemas to ontologies - the concept finder algorithm T2 - MEDIATE 2005 First International Workshop on Mediation in Semantic Web Services Proceedings of the First International Workshop on Mediation in Semantic Web Services (MEDIATE 2005) Y1 - 2005 SP - 113 EP - 122 ER -