Vehicle Systems and Driver Modelling: DSP, human-to-vehicle interfaces, driver behavior, and safety

✍ Scribed by Huseyin Abut (editor); John H.L. Hansen (editor); Gerhard Schmidt (editor); Kazuya Takeda (editor); Hanseok Ko (editor)

• Publisher: De Gruyter
• Year: 2017
• Tongue: English
• Leaves: 252
• Category: Library

✦ Synopsis

 

World-class experts from academia and industry assembled at the sixth Biennial Workshop on Digital Signal Processing (DSP) for In-Vehicle Systems at Korea University, Seoul, Korea in 2013. The Workshop covered a wide spectrum of automotive fields, including in-vehicle signal processing and cutting-edge studies on safety, driver behavior, infrastructure, in-vehicle technologies.　

Contributors to this volume have expanded their contributions to the Workshop into full chapters with related works, methodology, experiments, and the analysis of the findings. Topics in this volume include:

• DSP technologies for in-vehicle systems
• Driver status and behavior monitoring
• In-Vehicle dialogue systems and human machine interfaces
• In-vehicle video and applications for safety
• Passive and active driver assistance technologies
• Ideas and systems for autonomous driving
• Transportation infrastructure

This work is about integration of wireless communication, sensors, and controls for safe human-to-smart vehicular interfaces. 

✦ Table of Contents

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
5. Probabilistic driver modeling
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