Vehicle Systems and Driver Modelling
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Edited by:
Huseyin Abut
, John H.L. Hansen , Gerhard Schmidt , Kazuya Takeda and Hanseok Ko
About this book
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.
Author / Editor information
Huseyin Abut, UCSD; John H.L. Hansen, UTDallas; Gerhard Schmidt, Uni-Kiel; Kazuya Takeda, Nagoya Univ.; Hanseok Ko, Korea Univ.
Topics
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Frontmatter
I -
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Contents
V -
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Preface
XIII -
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List of contributing authors
XIX - Part I: Vehicle System and Safety
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1. Analysis of in-vehicle speech activity towards driver safety assessment
3 -
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2. Stochastic behavior modeling for driver assistance using stream data processing
19 -
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3. Using real road driving data to calibrate a model of front-end collision risk
37 - Part II: Driver Modeling
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4. Driver mirror-checking action detection
55 -
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5. Probabilistic driver modeling
77 -
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6. Driving distance based analysis of driving maneuvers
99 -
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7. Correlation of neurophysiological measurement of anxiety and driving behavior
111 -
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8. Adaptation techniques for stochastic driver behavior modeling
123 -
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9. Integrated modeling of driver gaze and vehicle operation behavior during lane changes
133 - Part III: Signal Processing for HVI
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10. Speaker activity detection for distributed microphone systems in cars
145 -
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11. Speech enhancement employing feature domain reconstruction for robust in-vehicle speech recognition
161 -
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12. Driver adaptive prediction for pedestrian detectability using in-vehicle camera images
171 -
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13. An audio-visual in-car corpus “CENSREC-2-AV” for robust bimodal speech recognition
181 -
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14. Array-based speech enhancement for microphones on seat belts
191 -
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15. How to create a clean Lombard speech database using loudspeakers
209 -
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Index
227
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