Contact
BMW
Email:
Simone.Camberg@bmw.de
Website:
Paderborn University profile
Website:
Google Scholar profile
Website:
LinkedIn profile
Website:
ORCiD profile
Research Focus
Simone is an external research assistant to the KIML group. She is interested in solving multi-class classification problems in the field of driver monitoring systems.
Research Topics
Uncertainty and Computer Vision (Applications)
Publications and Conferences
-
(2020)
Reliable Driver Gaze Classification based on Conformal Prediction
30. Workshop Computational Intelligence, 26. – 27. November 2020, Berlin, Germany -
(2020)
Unsupervised blink detection and driver drowsiness metrics on naturalistic driving data
2020 IEEE 23rd International Conference on Intelligent Transportation -
(2020)
Probabilistic Time-To-Collision: Correlation of Driver Gaze and Surrounding Objects
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-6 -
(2020)
A Neural Network-Based Driver Gaze Classification System with Vehicle Signals
2020 International Joint Conference on Neural Networks (IJCNN), 19-24 July 2020, Glasgow, UK -
(2019)
Influence of cruise control on driver guidance-a comparison between system generations and countries
2019 IEEE Intelligent Vehicles Symposium (IV), 614-619