Miriam Greis, Jakob Karolus, Hendrik Schuff, Paweł W. Woźniak, Niels Henze Detecting uncertain input using physiological sensing and behavioral measurements In: Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia. MUM '17. ACM, Stuttgart, Germany.Download Cite Publisher
Biying Fu, Jakob Karolus, Tobias Grosse-Puppendahl, Jonathan Hermann, Arjan Kuijper Opportunities for Activity Recognition Using Ultrasound Doppler Sensing on Unmodified Mobile Phones In: Proceedings of the 2nd International Workshop on Sensor-based Activity Recognition and Interaction. WOAR '15. ACM, Rostock, Germany. Best paper award.Download Cite Publisher
The SFB-TRR 161 is a collaborative, interdisciplinary and research projects that connects 17 project teams of the University of Stuttgart, University of Konstanz and the Max-Planck Institute for Biological Cybernetics, that are working in four Project Areas, three Task Forces in the field of Visual Computing. Further information are available at the corresponding website: SFB-TRR 161.
In this project, we research new methods and techniques for cognition-aware visualizations. The basic idea is that a cognition-aware adaptive visualization will observe the physiological response of a person while interacting with a system und use this implicit input. Electrical signals measured on the body (e.g. EEG, EMG, ECG, galvanic skin response), changes of physiological parameters (e.g. body temperature, respiration rate, and pulse) as well as the users’ gaze behavior are used to estimate cognitive load and understanding. Through experimental research, concepts and models for adaptive and dynamic visualizations will be created. Frameworks and tools will be realized and empirically validated. You can find the project here.