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

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-e...

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Bibliographic Details
Main Authors Abut, Huseyin, Hansen, John, Schmidt, Gerhard, Takeda, Kazuya, Ko, Hanseok
Format eBook
LanguageEnglish
Published Germany De Gruyter 2017
Walter de Gruyter GmbH
Edition1
SeriesIntelligent Vehicles and Transportation
Subjects
Applied physics
Automotive telematics
Autonomous Driving
Fahrzeugtechnik
Motor vehicles
Sicherheit
Signal processing
Signal processing, Digital signal processing, DPS, SP, In-Vehicle dialogue systems, human machine interfaces
Signal processing-Digital techniques
Smart Vehicle
Technology & Engineering / Signals & Signal Processing
Signal processing, Digital signal processing, DPS, SP, In-Vehicle dialogue systems, human machine interfaces
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Table of Contents:
  • Intro -- 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
  • 6. Driving distance based analysis of driving maneuvers --
  • List of contributing authors --
  • Contents --
  • 7. Correlation of neurophysiological measurement of anxiety and driving behavior --
  • 12. Driver adaptive prediction for pedestrian detectability using in-vehicle camera images --
  • Preface --
  • 2. Stochastic behavior modeling for driver assistance using stream data processing --
  • 10. Speaker activity detection for distributed microphone systems in cars --
  • 1. Analysis of in-vehicle speech activity towards driver safety assessment --
  • Index
  • Part I: Vehicle System and Safety --
  • 8. Adaptation techniques for stochastic driver behavior modeling --
  • 5. Probabilistic driver modeling --
  • 13. An audio-visual in-car corpus “CENSREC-2-AV” for robust bimodal speech recognition --
  • 3. Using real road driving data to calibrate a model of front-end collision risk --
  • Part III: Signal Processing for HVI --
  • Frontmatter --
  • 4. Driver mirror-checking action detection --
  • Part II: Driver Modeling --
  • 15. How to create a clean Lombard speech database using loudspeakers --
  • 11. Speech enhancement employing feature domain reconstruction for robust in-vehicle speech recognition --
  • 14. Array-based speech enhancement for microphones on seat belts --
  • 9. Integrated modeling of driver gaze and vehicle operation behavior during lane changes --