Projects per year
| Original language | English |
|---|---|
| Publication status | Published - 2022 |
| Event | 35. VDI-Fachtagung Fahrerassistenzsysteme und Automatisiertes Fahren Fahrerassistenzsysteme - Aachen, Novotel Aachen City, Aachen, Germany Duration: 17 May 2022 → 18 May 2022 https://www.vdi-wissensforum.de/weiterbildung-automobil/vdivw-tagung-fahrerassistenzsysteme/ |
Conference
| Conference | 35. VDI-Fachtagung Fahrerassistenzsysteme und Automatisiertes Fahren Fahrerassistenzsysteme |
|---|---|
| Country/Territory | Germany |
| City | Aachen |
| Period | 17/05/22 → 18/05/22 |
| Internet address |
Keywords
- Deep Learning
- Driver drowsiness detection
- Vehicle
- biosignal processing
Fields of Expertise
- Mobility & Production
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DVS: Vehicle Dynamics
Koglbauer, I. V., Lex, C., Shao, L., Semmer, M., Rogic, B., Peer, M., Hackl, A., Sternat, A. S., Schabauer, M., Samiee, S., Eichberger, A., Ager, M., Malić, D., Wohlfahrter, H., Scherndl, C., Magosi, Z. F., Orucevic, F., Puščul, D., Arefnezhad, S., Karoshi, P., Schöttel, C. E., Pandurevic, A., Harcevic, A., Wellershaus, C., Li, H., Mihalj, T., Kanuric, T., Gu, Z., Wallner, D., De Cristofaro, F., Soboleva, K., Nalic, D., Bernsteiner, S., Kraus, H., Zhao, Y., Bodner, J., Bui, D. T., Hirschberg, W., Plöckinger, M. & Khoshnood Sarabi, N.
1/01/11 → 31/12/24
Project: Research area
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WACHsens - Evaluation of driver performance in semi-automated driving by physiologic, driver behavior and video based sensors
1/05/17 → 30/04/19
Project: Research project
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Deep Learning for Driver Drowsiness Classification for safe vehicle application
Arefnezhad, S. & Eichberger, A., 2023, Deep Learning and Its Applications for Vehicle Networks. Hu, F. & Rasheed, I. (eds.). CRC Press, p. 17-37 21 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Driver Drowsiness Estimation Using EEG Signals with a Dynamical Encoder-Decoder Modeling Framework
Arefnezhad, S., Hamet, J., Eichberger, A., Frühwirth, M., Ischebeck, A., Koglbauer, I. V., Moser, M. & Yousefi, A., Dec 2022, In: Scientific Reports. 12, 1, 1 p., 2650.Research output: Contribution to journal › Article › peer-review
Open Access -
Driver Monitoring of Automated Vehicles by Classification of Driver Drowsiness using a Deep Convolutional Neural Network Trained by Scalograms of ECG Signals
Arefnezhad, S., Eichberger, A., Frühwirth, M., Kaufmann, C., Moser, M. & Koglbauer, I. V., 10 Jan 2022, In: Energies. 15, 2, 25 p., 480.Research output: Contribution to journal › Article › peer-review
Open Access