[{"user_id":"83781","_id":"13879","place":"Oxford [u.a.]","language":[{"iso":"eng"}],"publication_status":"published","date_created":"2026-07-28T07:07:24Z","quality_controlled":"1","publication":"European Journal of Control","date_updated":"2026-07-28T07:12:38Z","publisher":"Elsevier BV","author":[{"full_name":"Tebbe, Jörn","first_name":"Jörn","last_name":"Tebbe","id":"85958"},{"full_name":"Besginow, Andreas","id":"61743","last_name":"Besginow","first_name":"Andreas"},{"last_name":"Lange-Hegermann","first_name":"Markus","id":"71761","full_name":"Lange-Hegermann, Markus"}],"article_number":"101600","status":"public","year":"2026","title":"Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction","department":[{"_id":"DEP5015"}],"doi":"10.1016/j.ejcon.2026.101600","publication_identifier":{"eissn":["1435-5671"],"issn":["0947-3580"]},"citation":{"ama":"Tebbe J, Besginow A, Lange-Hegermann M. Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction. <i>European Journal of Control</i>. Published online 2026. doi:<a href=\"https://doi.org/10.1016/j.ejcon.2026.101600\">10.1016/j.ejcon.2026.101600</a>","chicago":"Tebbe, Jörn, Andreas Besginow, and Markus Lange-Hegermann. “Physics-Informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction.” <i>European Journal of Control</i>, 2026. <a href=\"https://doi.org/10.1016/j.ejcon.2026.101600\">https://doi.org/10.1016/j.ejcon.2026.101600</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Tebbe, Jörn</span> ; <span style=\"font-variant:small-caps;\">Besginow, Andreas</span> ; <span style=\"font-variant:small-caps;\">Lange-Hegermann, Markus</span>: Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction. In: <i>European Journal of Control</i>. Oxford [u.a.], Elsevier BV (2026)","havard":"J. Tebbe, A. Besginow, M. Lange-Hegermann, Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction, European Journal of Control. (2026).","apa":"Tebbe, J., Besginow, A., &#38; Lange-Hegermann, M. (2026). Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction. <i>European Journal of Control</i>, Article 101600. <a href=\"https://doi.org/10.1016/j.ejcon.2026.101600\">https://doi.org/10.1016/j.ejcon.2026.101600</a>","ufg":"<b>Tebbe, Jörn/Besginow, Andreas/Lange-Hegermann, Markus</b>: Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction, in: <i>European Journal of Control</i> (2026).","bjps":"<b>Tebbe J, Besginow A and Lange-Hegermann M</b> (2026) Physics-Informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction. <i>European Journal of Control</i>.","ieee":"J. Tebbe, A. Besginow, and M. Lange-Hegermann, “Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction,” <i>European Journal of Control</i>, Art. no. 101600, 2026, doi: <a href=\"https://doi.org/10.1016/j.ejcon.2026.101600\">10.1016/j.ejcon.2026.101600</a>.","van":"Tebbe J, Besginow A, Lange-Hegermann M. Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction. European Journal of Control. 2026;","short":"J. Tebbe, A. Besginow, M. Lange-Hegermann, European Journal of Control (2026).","chicago-de":"Tebbe, Jörn, Andreas Besginow und Markus Lange-Hegermann. 2026. Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction. <i>European Journal of Control</i>. doi:<a href=\"https://doi.org/10.1016/j.ejcon.2026.101600\">10.1016/j.ejcon.2026.101600</a>, .","mla":"Tebbe, Jörn, et al. “Physics-Informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction.” <i>European Journal of Control</i>, 101600, 2026, <a href=\"https://doi.org/10.1016/j.ejcon.2026.101600\">https://doi.org/10.1016/j.ejcon.2026.101600</a>."},"type":"scientific_journal_article","abstract":[{"lang":"eng","text":"Model Predictive Control evolved as the state of the art paradigm for safety critical control tasks. Control-as-Inference approaches thereof model the constrained optimization problem as a probabilistic inference problem. The constraints have to be implemented into the inference model. A recently introduced physics-informed Gaussian Process method uses Control-as-Inference with a Gaussian likelihood for state constraint modeling, but lacks guarantees of open-loop constraint satisfaction. We mitigate the lack of guarantees via an additional sampling step using Hamiltonian Monte Carlo sampling in order to obtain safe rollouts of the open-loop dynamics which are then used to obtain an approximation of the truncated normal distribution which has full probability mass in the safe area. We provide formal guarantees of constraint satisfaction while maintaining the ODE structure of the Gaussian Process on a discretized grid. Moreover, we show that we are able to perform optimization of a quadratic cost function by closed form Gaussian Process computations only and introduce the Matérn kernel into the inference model."}]},{"editor":[{"first_name":"S.","last_name":"Koyejo","full_name":"Koyejo, S."},{"last_name":"Mohamed","first_name":"S.","full_name":"Mohamed, S."},{"first_name":"A.","last_name":"Agarwal","full_name":"Agarwal, A."},{"full_name":"Belgrave, D.","last_name":"Belgrave","first_name":"D."},{"first_name":"K.","last_name":"Cho","full_name":"Cho, K."},{"first_name":"A.","last_name":"Oh","full_name":"Oh, A."}],"series_title":"Advances in Neural Information Processing Systems","status":"public","department":[{"_id":"DEP5000"}],"publication_status":"published","corporate_editor":["Neural Information Processing Systems Foundation "],"publisher":"Curran Associates, Inc.","date_updated":"2025-06-26T13:37:53Z","intvolume":"        35","page":"29386 - 29399","volume":35,"language":[{"iso":"eng"}],"place":"Red Hook, NY ","conference":{"end_date":"2022-12-09","location":"New Orleans, La.; Online","name":"36th Conference on Neural Information Processing Systems (NeurIPS)","start_date":"2022-11-28"},"citation":{"chicago-de":"Besginow, Andreas und Markus Lange-Hegermann. 2022. <i>Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations</i>. Hg. von S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, A. Oh, und Neural Information Processing Systems Foundation . <i>36th Conference on Neural Information Processing Systems (NeurIPS 2022) </i>. Bd. 35. Advances in Neural Information Processing Systems. Red Hook, NY : Curran Associates, Inc.","short":"A. Besginow, M. Lange-Hegermann, Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Curran Associates, Inc., Red Hook, NY , 2022.","van":"Besginow A, Lange-Hegermann M. Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations. Koyejo S, Mohamed S, Agarwal A, Belgrave D, Cho K, Oh A, et al., editors. 36th Conference on Neural Information Processing Systems (NeurIPS 2022) . Red Hook, NY : Curran Associates, Inc.; 2022. (Advances in Neural Information Processing Systems; vol. 35).","mla":"Besginow, Andreas, and Markus Lange-Hegermann. “Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations.” <i>36th Conference on Neural Information Processing Systems (NeurIPS 2022) </i>, edited by S. Koyejo et al., vol. 35, Curran Associates, Inc., 2022, pp. 29386–99.","apa":"Besginow, A., &#38; Lange-Hegermann, M. (2022). Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations. In S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, A. Oh, &#38; Neural Information Processing Systems Foundation  (Eds.), <i>36th Conference on Neural Information Processing Systems (NeurIPS 2022) </i> (Vol. 35, pp. 29386–29399). Curran Associates, Inc.","havard":"A. Besginow, M. Lange-Hegermann, Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Curran Associates, Inc., Red Hook, NY , 2022.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Besginow, Andreas</span> ; <span style=\"font-variant:small-caps;\">Lange-Hegermann, Markus</span> ; <span style=\"font-variant:small-caps;\">Koyejo, S.</span> ; <span style=\"font-variant:small-caps;\">Mohamed, S.</span> ; <span style=\"font-variant:small-caps;\">Agarwal, A.</span> ; <span style=\"font-variant:small-caps;\">Belgrave, D.</span> ; <span style=\"font-variant:small-caps;\">Cho, K.</span> ; <span style=\"font-variant:small-caps;\">Oh, A.</span> ; <span style=\"font-variant:small-caps;\">Neural Information Processing Systems Foundation </span> (Hrsg.): <i>Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations</i>, <i>Advances in Neural Information Processing Systems</i>. Bd. 35. Red Hook, NY  : Curran Associates, Inc., 2022","chicago":"Besginow, Andreas, and Markus Lange-Hegermann. <i>Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations</i>. Edited by S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, A. Oh, and Neural Information Processing Systems Foundation . <i>36th Conference on Neural Information Processing Systems (NeurIPS 2022) </i>. Vol. 35. Advances in Neural Information Processing Systems. Red Hook, NY : Curran Associates, Inc., 2022.","ama":"Besginow A, Lange-Hegermann M. <i>Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations</i>. Vol 35. (Koyejo S, Mohamed S, Agarwal A, et al., eds.). Curran Associates, Inc.; 2022:29386-29399.","bjps":"<b>Besginow A and Lange-Hegermann M</b> (2022) <i>Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations</i>, Koyejo S et al. (eds). Red Hook, NY : Curran Associates, Inc.","ieee":"A. Besginow and M. Lange-Hegermann, <i>Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations</i>, vol. 35. Red Hook, NY : Curran Associates, Inc., 2022, pp. 29386–29399.","ufg":"<b>Besginow, Andreas/Lange-Hegermann, Markus</b>: Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Bd. 35, hg. von Koyejo, S. u. a., Red Hook, NY  2022 (Advances in Neural Information Processing Systems)."},"publication_identifier":{"isbn":["978-1-7138-7108-8 "],"eisbn":["978-1-7138-7312-9"],"issn":["1049-5258"]},"keyword":["SMITH NORMAL-FORM","ALGORITHMS","REDUCTION"],"type":"conference_editor_article","abstract":[{"lang":"eng","text":"Data in many applications follows systems of Ordinary Differential Equations (ODEs). This paper presents a novel algorithmic and symbolic construction for covariance functions of Gaussian Processes (GPs) with realizations strictly following a system of linear homogeneous ODEs with constant coefficients, which we call LODE-GPs. Introducing this strong inductive bias into a GP improves modelling of such data. Using smith normal form algorithms, a symbolic technique, we overcome two current restrictions in the state of the art: (1) the need for certain uniqueness conditions in the set of solutions, typically assumed in classical ODE solvers and their probabilistic counterparts, and (2) the restriction to controllable systems, typically assumed when encoding differential equations in covariance functions. We show the effectiveness of LODE-GPs in a number of experiments, for example learning physically interpretable parameters by maximizing the likelihood."}],"title":"Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations","year":"2022","date_created":"2025-04-16T06:58:04Z","publication":"36th Conference on Neural Information Processing Systems (NeurIPS 2022) ","author":[{"id":"61743","last_name":"Besginow","first_name":"Andreas","full_name":"Besginow, Andreas"},{"full_name":"Lange-Hegermann, Markus","id":"71761","first_name":"Markus","last_name":"Lange-Hegermann"}],"user_id":"83781","_id":"12804"},{"publication":"22nd International Conference on Human-Computer Interaction","author":[{"id":"61743","first_name":"Andreas","last_name":"Besginow","full_name":"Besginow, Andreas"},{"full_name":"Büttner, Sebastian","first_name":"Sebastian","last_name":"Büttner","id":"61868"},{"full_name":"Röcker, Carsten","id":"61525","last_name":"Röcker","first_name":"Carsten"}],"date_created":"2020-11-26T14:10:04Z","_id":"4097","user_id":"89807","abstract":[{"text":"The capabilities of object detection are well known, but many projects don’t use them, despite potential benefit. Even though the use of object detection algorithms is facilitated through frameworks and publications, a big issue is the creation of the necessary training data. To tackle this issue, this work shows the design and evaluation of a prototype, which allows users to create synthetic datasets for object detection in images. The prototype is evaluated using YOLOv3 as the underlying detector and shows that the generated datasets are equally good in quality as manually created data. This encourages a wide adoption of object detection algorithms in different areas, since image creation and labeling is often the most time consuming step.","lang":"eng"}],"keyword":["Object detection","Synthetic datasets","Machine learning","Deep learning"],"type":"conference","publication_identifier":{"eisbn":["978-3-030-50344-4"],"isbn":["978-3-030-50343-7"]},"conference":{"location":"Copenhagen, Denmark","end_date":"2020-07-24","name":"22nd International Conference on Human-Computer Interaction","start_date":"2020-07-19"},"citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Besginow, Andreas</span> ; <span style=\"font-variant:small-caps;\">Büttner, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. In: <i>22nd International Conference on Human-Computer Interaction</i>, <i>Lecture Notes in Computer Science </i>. Bd. 12203. Berlin : Springer, 2020, S. 178–192","havard":"A. Besginow, S. Büttner, C. Röcker, Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation, in: 22nd International Conference on Human-Computer Interaction, Springer, Berlin, 2020: pp. 178–192.","apa":"Besginow, A., Büttner, S., &#38; Röcker, C. (2020). Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. <i>22nd International Conference on Human-Computer Interaction</i>, <i>12203</i>, 178–192. <a href=\"https://doi.org/10.1007/978-3-030-50344-4_14\">https://doi.org/10.1007/978-3-030-50344-4_14</a>","ama":"Besginow A, Büttner S, Röcker C. Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. In: <i>22nd International Conference on Human-Computer Interaction</i>. Vol 12203. Lecture Notes in Computer Science . Springer; 2020:178-192. doi:<a href=\"https://doi.org/10.1007/978-3-030-50344-4_14\">https://doi.org/10.1007/978-3-030-50344-4_14</a>","chicago":"Besginow, Andreas, Sebastian Büttner, and Carsten Röcker. “Making Object Detection Available to Everyone - A Hardware Prototype for Semi-Automatic Synthetic Data Generation.” In <i>22nd International Conference on Human-Computer Interaction</i>, 12203:178–92. Lecture Notes in Computer Science . Berlin: Springer, 2020. <a href=\"https://doi.org/10.1007/978-3-030-50344-4_14\">https://doi.org/10.1007/978-3-030-50344-4_14</a>.","bjps":"<b>Besginow A, Büttner S and Röcker C</b> (2020) Making Object Detection Available to Everyone - A Hardware Prototype for Semi-Automatic Synthetic Data Generation. <i>22nd International Conference on Human-Computer Interaction</i>, vol. 12203. Berlin: Springer, pp. 178–192.","ieee":"A. Besginow, S. Büttner, and C. Röcker, “Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation,” in <i>22nd International Conference on Human-Computer Interaction</i>, Copenhagen, Denmark, 2020, vol. 12203, pp. 178–192. doi: <a href=\"https://doi.org/10.1007/978-3-030-50344-4_14\">https://doi.org/10.1007/978-3-030-50344-4_14</a>.","ufg":"<b>Besginow, Andreas/Büttner, Sebastian/Röcker, Carsten</b>: Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation, in: o. Hg.: 22nd International Conference on Human-Computer Interaction, Bd. 12203, Berlin 2020 (Lecture Notes in Computer Science ),  S. 178–192.","short":"A. Besginow, S. Büttner, C. Röcker, in: 22nd International Conference on Human-Computer Interaction, Springer, Berlin, 2020, pp. 178–192.","chicago-de":"Besginow, Andreas, Sebastian Büttner und Carsten Röcker. 2020. Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. In: <i>22nd International Conference on Human-Computer Interaction</i>, 12203:178–192. Lecture Notes in Computer Science . Berlin: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-030-50344-4_14\">https://doi.org/10.1007/978-3-030-50344-4_14</a>, .","van":"Besginow A, Büttner S, Röcker C. Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. In: 22nd International Conference on Human-Computer Interaction. Berlin: Springer; 2020. p. 178–92. (Lecture Notes in Computer Science ; vol. 12203).","mla":"Besginow, Andreas, et al. “Making Object Detection Available to Everyone - A Hardware Prototype for Semi-Automatic Synthetic Data Generation.” <i>22nd International Conference on Human-Computer Interaction</i>, vol. 12203, Springer, 2020, pp. 178–92, <a href=\"https://doi.org/10.1007/978-3-030-50344-4_14\">https://doi.org/10.1007/978-3-030-50344-4_14</a>."},"year":"2020","title":"Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-030-50344-4_14","open_access":"1"}],"date_updated":"2026-07-03T10:45:59Z","publisher":"Springer","publication_status":"published","volume":12203,"place":"Berlin","language":[{"iso":"eng"}],"page":"178-192","intvolume":"     12203","oa":"1","doi":"https://doi.org/10.1007/978-3-030-50344-4_14","series_title":"Lecture Notes in Computer Science ","department":[{"_id":"DEP5023"},{"_id":"DEP5027"}],"status":"public"},{"doi":"10.18420/muc2018-ws18-0533","citation":{"ufg":"<b>Besginow, Andreas/Büttner, Sebastian/Röcker, Carsten</b>: Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features, in: o. Hg.: 5. Workshop zu Smart Factories: Mitarbeiter-zentrierte Informationssysteme für die Zusammenarbeit der Zukunft, Mensch und Computer 2018, Bonn 2018.","ieee":"A. Besginow, S. Büttner, and C. Röcker, “Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features,” presented at the Mensch und Computer 2018, Dresden, 2018. doi: <a href=\"https://doi.org/10.18420/muc2018-ws18-0533\">10.18420/muc2018-ws18-0533</a>.","bjps":"<b>Besginow A, Büttner S and Röcker C</b> (2018) Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features. <i>5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018</i>. Bonn: Gesellschaft für Informatik e.V.","ama":"Besginow A, Büttner S, Röcker C. Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features. In: <i>5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018</i>. Gesellschaft für Informatik e.V.; 2018. doi:<a href=\"https://doi.org/10.18420/muc2018-ws18-0533\">10.18420/muc2018-ws18-0533</a>","chicago":"Besginow, Andreas, Sebastian Büttner, and Carsten Röcker. “Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features.” In <i>5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018</i>. Bonn: Gesellschaft für Informatik e.V., 2018. <a href=\"https://doi.org/10.18420/muc2018-ws18-0533\">https://doi.org/10.18420/muc2018-ws18-0533</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Besginow, Andreas</span> ; <span style=\"font-variant:small-caps;\">Büttner, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features. In: <i>5. Workshop zu Smart Factories: Mitarbeiter-zentrierte Informationssysteme für die Zusammenarbeit der Zukunft, Mensch und Computer 2018</i>. Bonn : Gesellschaft für Informatik e.V., 2018","havard":"A. Besginow, S. Büttner, C. Röcker, Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features, in: 5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018, Gesellschaft für Informatik e.V., Bonn, 2018.","apa":"Besginow, A., Büttner, S., &#38; Röcker, C. (2018). Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features. <i>5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018</i>. Mensch und Computer 2018, Dresden. <a href=\"https://doi.org/10.18420/muc2018-ws18-0533\">https://doi.org/10.18420/muc2018-ws18-0533</a>","mla":"Besginow, Andreas, et al. “Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features.” <i>5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018</i>, Gesellschaft für Informatik e.V., 2018, <a href=\"https://doi.org/10.18420/muc2018-ws18-0533\">https://doi.org/10.18420/muc2018-ws18-0533</a>.","van":"Besginow A, Büttner S, Röcker C. Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features. In: 5 Workshop zu Smart Factories: Mitarbeiter-zentrierte Informationssysteme für die Zusammenarbeit der Zukunft, Mensch und Computer 2018. Bonn: Gesellschaft für Informatik e.V.; 2018.","chicago-de":"Besginow, Andreas, Sebastian Büttner und Carsten Röcker. 2018. Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features. In: <i>5. Workshop zu Smart Factories: Mitarbeiter-zentrierte Informationssysteme für die Zusammenarbeit der Zukunft, Mensch und Computer 2018</i>. Bonn: Gesellschaft für Informatik e.V. doi:<a href=\"https://doi.org/10.18420/muc2018-ws18-0533\">10.18420/muc2018-ws18-0533</a>, .","short":"A. Besginow, S. Büttner, C. Röcker, in: 5. Workshop Zu Smart Factories: Mitarbeiter-Zentrierte Informationssysteme Für Die Zusammenarbeit Der Zukunft, Mensch Und Computer 2018, Gesellschaft für Informatik e.V., Bonn, 2018."},"conference":{"start_date":"2018-09-02","name":"Mensch und Computer 2018","location":"Dresden","end_date":"2018-09-05"},"oa":"1","abstract":[{"lang":"eng","text":"In this paper we give an overview of features and use cases that Intelligent Adaptive Assistance Systems (IAAS) in the literature commonly provide. For this, a literature research has been executed where 29 papers were selected for inspection. In the course of this inspection, most common features are noted, compared and assessed against the definitions we gave for an IAAS. It showed that the development of IAAS can benefit from an intensified research in cooperation with machine learning experts to further develop the intelligence and adaptivity of future IAAS."}],"type":"conference","status":"public","main_file_link":[{"url":"https://dl.gi.de/bitstream/handle/20.500.12116/16829/Beitrag_533_final__a.pdf?sequence=1&isAllowed=y","open_access":"1"}],"year":"2018","department":[{"_id":"DEP5023"},{"_id":"DEP5027"}],"title":"Intelligent Adaptive Assistance Systems in an Industrial Context – Overview of Use Cases and Features","date_created":"2020-12-04T15:04:10Z","publication_status":"published","author":[{"full_name":"Besginow, Andreas","first_name":"Andreas","last_name":"Besginow","id":"61743"},{"full_name":"Büttner, Sebastian","id":"61868","first_name":"Sebastian","last_name":"Büttner"},{"full_name":"Röcker, Carsten","first_name":"Carsten","last_name":"Röcker","id":"61525"}],"date_updated":"2026-07-07T08:59:20Z","publication":"5. Workshop zu Smart Factories: Mitarbeiter-zentrierte Informationssysteme für die Zusammenarbeit der Zukunft, Mensch und Computer 2018","publisher":"Gesellschaft für Informatik e.V.","user_id":"89807","place":"Bonn","language":[{"iso":"eng"}],"_id":"4180"},{"oa":"1","doi":"10.18420/muc2018-ws07-0364","status":"public","department":[{"_id":"DEP5023"},{"_id":"DEP5027"}],"publication_status":"published","date_updated":"2026-07-07T08:46:55Z","publisher":"Gesellschaft für Informatik e.V.","place":"Bonn","language":[{"iso":"eng"}],"citation":{"chicago":"Büttner, Sebastian, Andreas Besginow, Michael Prilla, and Carsten Röcker. “Mobile Projection-Based Augmented Reality in Work Environments – an Exploratory Approach.” In <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018</i>. Bonn: Gesellschaft für Informatik e.V., 2018. <a href=\"https://doi.org/10.18420/muc2018-ws07-0364\">https://doi.org/10.18420/muc2018-ws07-0364</a>.","ama":"Büttner S, Besginow A, Prilla M, Röcker C. Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach. In: <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018</i>. Gesellschaft für Informatik e.V.; 2018. doi:<a href=\"https://doi.org/10.18420/muc2018-ws07-0364\">10.18420/muc2018-ws07-0364</a>","apa":"Büttner, S., Besginow, A., Prilla, M., &#38; Röcker, C. (2018). Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach. <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018</i>. Mensch und Computer 2018, Dresden. <a href=\"https://doi.org/10.18420/muc2018-ws07-0364\">https://doi.org/10.18420/muc2018-ws07-0364</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Büttner, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Besginow, Andreas</span> ; <span style=\"font-variant:small-caps;\">Prilla, Michael</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach. In: <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch und Computer 2018</i>. Bonn : Gesellschaft für Informatik e.V., 2018","havard":"S. Büttner, A. Besginow, M. Prilla, C. Röcker, Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach, in: Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018, Gesellschaft für Informatik e.V., Bonn, 2018.","ufg":"<b>Büttner, Sebastian u. a.</b>: Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach, in: o. Hg.: Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch und Computer 2018, Bonn 2018.","ieee":"S. Büttner, A. Besginow, M. Prilla, and C. Röcker, “Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach,” presented at the Mensch und Computer 2018, Dresden, 2018. doi: <a href=\"https://doi.org/10.18420/muc2018-ws07-0364\">10.18420/muc2018-ws07-0364</a>.","bjps":"<b>Büttner S <i>et al.</i></b> (2018) Mobile Projection-Based Augmented Reality in Work Environments – an Exploratory Approach. <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018</i>. Bonn: Gesellschaft für Informatik e.V.","van":"Büttner S, Besginow A, Prilla M, Röcker C. Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach. In: Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch und Computer 2018. Bonn: Gesellschaft für Informatik e.V.; 2018.","chicago-de":"Büttner, Sebastian, Andreas Besginow, Michael Prilla und Carsten Röcker. 2018. Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach. In: <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch und Computer 2018</i>. Bonn: Gesellschaft für Informatik e.V. doi:<a href=\"https://doi.org/10.18420/muc2018-ws07-0364\">10.18420/muc2018-ws07-0364</a>, .","short":"S. Büttner, A. Besginow, M. Prilla, C. Röcker, in: Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018, Gesellschaft für Informatik e.V., Bonn, 2018.","mla":"Büttner, Sebastian, et al. “Mobile Projection-Based Augmented Reality in Work Environments – an Exploratory Approach.” <i>Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch Und Computer 2018</i>, Gesellschaft für Informatik e.V., 2018, <a href=\"https://doi.org/10.18420/muc2018-ws07-0364\">https://doi.org/10.18420/muc2018-ws07-0364</a>."},"conference":{"start_date":"2018-09-02","name":"Mensch und Computer 2018","location":"Dresden","end_date":"2018-09-05"},"type":"conference","abstract":[{"lang":"eng","text":"Projection-based Augmented Reality (AR) might change the interactions with digital systems in future work environments. A lot of stationary projection-based AR assistive systems have been presented that might support future work processes. However, not much research has been done beyond stationary settings. With moving towards mobile settings, fast and robust object recognition algorithms are required that allow real-time tracking of physical objects as targets for the projected digital overlay. With this work, we present a portable projection-based AR platform that recognizes objects in real time and overlays physical objects with in-situ projections of digital content. We consider our system as a precursor to a future mobile projection-based assistive system. By presenting the system, we want to start a discussion in the HCI community about the potential of mobile projection-based AR in future work environments."}],"main_file_link":[{"url":"https://dl.gi.de/bitstream/handle/20.500.12116/16892/Beitrag_364_final__a.pdf?sequence=1&isAllowed=y","open_access":"1"}],"year":"2018","title":"Mobile Projection-based Augmented Reality in Work Environments – an Exploratory Approach","date_created":"2020-12-04T15:04:11Z","publication":"Workshop on Virtual and Augmented Reality in Everyday Context (VARECo), Mensch und Computer 2018","author":[{"full_name":"Büttner, Sebastian","id":"61868","first_name":"Sebastian","last_name":"Büttner"},{"full_name":"Besginow, Andreas","id":"61743","first_name":"Andreas","last_name":"Besginow"},{"full_name":"Prilla, Michael","last_name":"Prilla","first_name":"Michael"},{"full_name":"Röcker, Carsten","first_name":"Carsten","last_name":"Röcker","id":"61525"}],"user_id":"89807","_id":"4181"}]