Projects per year
Organisation profile
Main research areas
Prof. Dr. Ing. Ralph Welge works on the design of autonomous/cognitive systems in the context of computer vision.
The field of work includes system and application architectures of autonomous/cognitive systems, their limitations as well as the description of the necessary processes. The focus is on methods that can be used to achieve autonomous and cognitive behavior.
In addition, classical machine learning methods such as Convolutional Neural Networks (CNN) and LSTM/Transformers are used to acquire the necessary information.
Last but not least, verification and qualification of such systems play a role in the context of applications such as autonomous driving.
Keywords
- Informatics
- Environmental informatics
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Profiles
Projects
- 4 Finished
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LivingCare: Ein autonom lernendes Automatisierungssystem für nachhaltiges und altersgerechtes Wohnen
Welge, R. (Project manager, academic) & Müller, S. M. (Project staff)
Federal Ministry of Education and Research
01.03.15 → 31.12.18
Project: Research
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WAALTer: Unterstützung der Curriculumsentwicklung für Teilnehmer mit starker technischer Ausrichtung - Teilvorhaben im Verbundprojekt Weiterbildungsangebote für AAL-Technologien - WAALTer
Welge, R. (Project manager, academic) & Gerlach, A. (Coordination)
Federal Ministry of Education and Research
01.08.11 → 31.07.14
Project: Transfer (professional training)
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AAL@Home: Humanzentriertes Assistenzsystem für Sicherheit und Unabhängigkeit älterer, allein lebender Menschen (Teilprojekt 2)
Welge, R. (Project manager, academic) & Gremmel, R. (Coordination)
Federal Ministry of Education and Research
01.03.10 → 30.09.13
Project: Research
File
Research output
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LivingCare - An autonomously learning, human centered home automation system: Collection and preliminary analysis of a large dataset of real living situations
Eckert, R., Müller, S., Glende, S., Gerka, A., Hein, A. & Welge, R., 2017, Ambient Assisted Living: 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016. Wichert, R. & Mand, B. (eds.). Cham: Springer International Publishing, p. 55-72 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
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AAL-Onto: A Formal Representation of RAALI Integration Profiles
Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Dürsch, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G., Hein, A. & Dutz, T., 2015, Ambient Assisted Living: 7. AAL-Kongress 2014 Berlin, Germany, January 21-22, 2014. Wichert, R. & Klausing, H. (eds.). Springer Verlag, p. 89-102 14 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Berater für generationengerechte Assistenzsysteme (m/w): Realisierung und Evaluierung einer berufsbegleitenden Weiterbildung
Niemeyer, G., Busch, B.-H., Dreyer, K., Kempter, A.-K., Zimmermann, B., Koperski, M., Bähr, S., Weiser, S., Lumpe, A.-K. & Apel, S., 21.01.2014, Besser Leben durch Technik: 7. deutscher AAL-Kongress mit Ausstellung, 21.-22. Januar 2014, Berlin, Tagungsbeiträge. D., A., G. & V. (eds.). VDE Verlag, 6 p. 33Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Activities
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Stein Rokkan Award Ceremony: Freedom Rising: Human Empowerment and the Quest for Emancipation
Welzel, C. (Oral presentation)
09.2015Activity: Talk or presentation › Guest lectures › Research
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Präventive Diagnostik in AAL-Umgebungen
Busch, B.-H. (Speaker)
21.09.2011Activity: Talk or presentation › Conference Presentations › Research
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IdeenExpo 2011
Busch, B.-H. (Speaker), Kujath, A. (Speaker) & Ehm, P. (Speaker)
26.08.2011 → 04.09.2011Activity: Participating in or organising an academic or articstic event › External workshops, courses, seminars › Transfer
Press/Media
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Die IdeenExpo will Jugendliche von Technik begeistern
Busch, B.-H., Ehm, P. & Kujath, A.
02.09.11
1 item of Media coverage
Press/Media
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Der Sessel misst den Puls: Ultrabreitbandsensoren: Nicht-invasive Vitaldatenerfassung für Ambient-Assisted-Living-Systeme
03.06.11
1 item of Media coverage
Press/Media