Professorship for Computer Engineering
Organisational unit: Professoship
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.
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Unobtrusive Vital Sign Acquisition in the Domain of AAL
Busch, B.-H. & Welge, R., 09.2012, In: Biomed Tech - Journal of Biomedical Engineering and Technology . 57, SUPPL. 1 TRACK-E, p. 1085-1088 4 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
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Early Edema Detection Based on the Examination of Multidimensional Ultra-Wide band Data
Nguendon, H., Busch, B.-H. & Welge, R., 19.10.2012, Applied Computing 2012: Proceedings of the IADIS International Conference Applied computing. Weghorn, H. & Isaías, P. (eds.). IADIS Press, p. 107-114 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Unobtrusive Detection of Respiratory Rate through UWB-Sensing for Applications of Ambient Assisted Living
Busch, B.-H., Nguendon, H. & Welge, R., 19.10.2012, IADIS International Press: Applied Computing 2012. IADIS Press, p. 91-98 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Emergency detection based on probabilistic modeling in AAL environments
Busch, B.-H., Kujath, A. & Welge, R., 2011, In: IADIS International Journal on Computer Science and Information Systems. 6, 1, p. 122-137 16 p.Research output: Journal contributions › Journal articles › 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 GmbH, 6 p. 33Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Leitfaden interoperabler Assistenzsysteme - vom Szenario zur Anforderung: Teil 2 der Publikationsreihe "Interoperabilität von AAL-Systemkomponenten
Bothe, M., Busch, B.-H., Eberhardt, B., Eichelberg, M., Gaugler, J., Gök, M., Golatowski, F., Heusinger, S., Kabitzsch, K., Kraft, A., Krieg-Brückner, B., Laurila-Dürsch, J., Lipprandt, M., Lux, W., Marinc, A., Moritz, G., Stahl, C., Tazari, M.-R. S., Walter, J., Welge, R., Wichert, R. & Eichelberg, M. (Editor), 20.06.2013, Berlin/Offenbach: VDE Verlag GmbH. 268 p. (Interoperabilität von AAL-Systemkomponenten)Research output: Books and anthologies › Collected editions and anthologies › Research
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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, 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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Representation of Integration Profiles Using an Ontology
Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Epe, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G. & Hein, A., 2014, Ambient Assisted Living: 6. AAL-Kongress 2013 Berlin, Germany, January 22. - 23. , 2013. Wichert, R. & Klausing, H. (eds.). 1 ed. Springer, p. 195-212 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Ontologiebasierte Repräsentation von Integrationsprofilen
Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Epe, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G. & Hein, A., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik 6. Deutscher AAL-Kongress mit Ausstellung: 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 397-406 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Weiterbildung im Bereich AAL – Vom Handwerksmeister zum AAL-Berater in 360 Stunden
Meyer, S., Busch, B.-H., Welge, R., Lumpe, A.-K. & Niemeyer, G., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik: 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 29-33 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review