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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Szenario „Selbstorganisierendes, humanzentriertes Assistenzsystem"
Busch, B.-H. & Welge, R., 22.06.2011, AAL-Anwendungsszenarien : Arbeitsgruppen „Schnittstellenintegration und Interoperabilität“ und „Kommunikation“ der BMBF/VDE Innovationspartnerschaft AAL. Eberhard, B. (ed.). Frankfurt: VDE Verlag, p. 61-62 2 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to scientific reports › Research
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Szenario „Ein Arbeitstag“
Kujath, A., 22.06.2011, AAL-Anwendungsszenarien: Arbeitsgruppen „Schnittstellenintegration und Interoperabilität“ und „Kommunikation“ der BMBF/VDE Innovationspartnerschaft AAL. Eberhardt, B. (ed.). Frankfurt: VDE Verlag, p. 63-64 2 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
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Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks
Busch, B.-H., Kujath, A., Witthöft, H. & Welge, R., 2011, Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin. Wichert, R. & Eberhardt, B. (eds.). Springer Verlag, p. 159-179 21 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Building Assistance Systems using Distributed Knowledge Representations
Bollow, E., Faasch, H., Möller, A. & Welge, R., 2009, Environmental Informatics and Industrial Environmental Protection: Concepts, Methods and Tools: 23rd International Conference on Informatics for Environmental Protection. Wohlgemuth, V., Page, B. & Voigt, K. (eds.). Shaker Verlag, Vol. 1, Sessions. p. 120-135Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Ambient Assited Energy Management
Welge, R., Bollow, E., Faasch, H. & Möller, A., 2008, Environmental informatics and industrial ecology: proceedings of the 22nd International Conference Environmental Informatics - Informatics for Environmental Protection, Sustainable Development and Risk Management. Möller, A. (ed.). Shaker Verlag, p. 413-424Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Präventive Situationserkennung auf Basis probabilistischer Sensordatenauswertung in AAL-Umgebungen
Busch, B.-H. & Welge, R., 12.2010, In: APS + PC-Nachrichten : Mitteilungen der ITG/GI-Fachgruppe Arbeitsplatzrechensysteme und Personal Computing. 19, 1, p. 50-56 7 p.Research output: Journal contributions › Journal articles › Research
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Terminologien/Semantik
Welge, R., 2010, Interoperabilität von AAL-Systemkomponenten: Stand der Technik, Arbeitsgruppe „Schnittstellenintegration und Interoperabitität“ der BMBF/VDE Innovationspartnerschaft AAL. Eichelberg, M. (ed.). Berlin: VDE Verlag, Vol. 1. p. 159-163 5 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
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Praeventive Notfallerkennung auf Basis probabilistischer und beschreibungslogischer Auswertung verteilter Sensornetze
Busch, B.-H., Kujath, A., Witthöft, H. & Welge, R., 2011, Demographischer Wandel – Assistenzsysteme aus der Forschung in den Markt. VDE Verlag, 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Funkprotokolle für mobile Anwendungen
Welge, R., 2010, Interoperabilität von AAL-Systemkomponenten: Stand der Technik, Arbeitsgruppe „Schnittstellenintegration und Interoperabitität“ der BMBF/VDE Innovationspartnerschaft AAL. Eichelberg, M. (ed.). Berlin: VDE Verlag, Vol. 1. p. 60-74 16 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
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Integrating Mobile Devices into AAL-Environments using Knowledge based Assistance Systems
Welge, R., Kujath, A. & Opel, O., 2010, Proceedings of the World Telecommunications Congress WTC 2010: The infrastructure for the 21st century . OVE GIT & ITG (eds.). VDE Verlag, p. 103-108 6 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review