Vehicle systems and driver modelling [online] : DSP, human-to-vehicle interfaces, driver behavior, and safety / Huseyin Abut, John H.L. Hansen, Gerhard Schmidt, Kazuya Takeda, Hanseok Ko

Frontmatter Contents Preface List of contributing authors

Part I: Vehicle system and safety 1. Analysis of in-vehicle speech activity towards driver safety assessment 2. Stochastic behavior modeling for driver assistance using stream data processing 3. Using real road driving data to calibrate a model of front-end collision risk

Part II: Driver modeling 4. Driver mirror-checking action detection : Using multi-modal signals 5. Probabilistic driver modeling : Characterizing human behavior for semiautonomous vehicles 6. Driving distance based analysis of driving maneuvers 7. Correlation of neurophysiological measurement of anxiety and driving behavior 8. Adaptation techniques for stochastic driver behavior modeling 9. Integrated modeling of driver gaze and vehicle operation behavior during lane changes

Part III: Signal Processing for HVI 10. Speaker activity detection for distributed microphone systems in cars 11. Speech enhancement employing feature domain reconstruction for robust in-vehicle speech recognition 12. Driver adaptive prediction for pedestrian detectability using in-vehicle camera images 13. An audio-visual in-car corpus “CENSREC-2-AV” for robust bimodal speech recognition 14. Array-based speech enhancement for microphones on seat belts 15. How to create a clean Lombard speech database using loudspeakers Index

Achiziție prin proiectul Anelis Plus 2020.