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

Published by De Gruyter 2017

Vehicle Systems and Driver Modelling

DSP, human-to-vehicle interfaces, driver behavior, and safety

Edited by: Huseyin Abut , John H.L. Hansen , Gerhard Schmidt , Kazuya Takeda and Hanseok Ko

In the series Intelligent Vehicles and Transportation

https://doi.org/10.1515/9781501504129

Overview
Contents

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

Frontmatter Publicly Available Download PDF	I
Contents Publicly Available Download PDF	V
Preface Requires Authentication Unlicensed Licensed Download PDF	XIII
List of contributing authors Requires Authentication Unlicensed Licensed Download PDF	XIX
Part I: Vehicle System and Safety
1. Analysis of in-vehicle speech activity towards driver safety assessment Navid Shokouhi, Seyed Omid Sadjadi, Amardeep Sathyanarayana and John H. L. Hansen Requires Authentication Unlicensed Licensed Download PDF	3
2. Stochastic behavior modeling for driver assistance using stream data processing Akihiro Yamaguchi, Kenya Sato, Tatsuya Yamakawa, Shinya Honda and Hiroaki Takada Requires Authentication Unlicensed Licensed Download PDF	19
3. Using real road driving data to calibrate a model of front-end collision risk Robert Baran and Hanseok Ko Requires Authentication Unlicensed Licensed Download PDF	37
Part II: Driver Modeling
4. Driver mirror-checking action detection Using multi-modal signals Nanxiang Li and Carlos Busso Requires Authentication Unlicensed Licensed Download PDF	55
5. Probabilistic driver modeling Characterizing human behavior for semiautonomous vehicles Katherine Driggs-Campbell, Victor Shia and Ruzena Bajcsy Requires Authentication Unlicensed Licensed Download PDF	77
6. Driving distance based analysis of driving maneuvers Amardeep Sathyanarayana, Nitish Krishnamurthy and John H. L. Hansen Requires Authentication Unlicensed Licensed Download PDF	99
7. Correlation of neurophysiological measurement of anxiety and driving behavior Dini Handayani, Abdul Wahab, Norhaslinda Kamaruddin and Hüseyin Abut Requires Authentication Unlicensed Licensed Download PDF	111
8. Adaptation techniques for stochastic driver behavior modeling Pongtep Angkititrakul, Seong-Jun Hahm, Chiyomi Miyajima, Kazuya Takeda and John H. L. Hansen Requires Authentication Unlicensed Licensed Download PDF	123
9. Integrated modeling of driver gaze and vehicle operation behavior during lane changes Chiyomi Miyajima, Masataka Mori, Takatsugu Hirayama, Norihide Kitaoka and Kazuya Takeda Requires Authentication Unlicensed Licensed Download PDF	133
Part III: Signal Processing for HVI
10. Speaker activity detection for distributed microphone systems in cars Timo Matheja, Markus Buck and Tim Fingscheidt Requires Authentication Unlicensed Licensed Download PDF	145
11. Speech enhancement employing feature domain reconstruction for robust in-vehicle speech recognition Wooil Kim Requires Authentication Unlicensed Licensed Download PDF	161
12. Driver adaptive prediction for pedestrian detectability using in-vehicle camera images Ryunosuke Tanishige, Daisuke Deguchi, Keisuke Doman, Yoshito Mekada, Ichiro Ide, Hiroshi Murase and Naoki Nitanda Requires Authentication Unlicensed Licensed Download PDF	171
13. An audio-visual in-car corpus “CENSREC-2-AV” for robust bimodal speech recognition Takuya Kawasaki, Naoya Ukai, Takumi Seko, Satoshi Tamura, Satoru Hayamizu, Chiyomi Miyajima, Norihide Kitaoka and Kazuya Takeda Requires Authentication Unlicensed Licensed Download PDF	181
14. Array-based speech enhancement for microphones on seat belts Vasudev Kandade Rajan, Sebastian Rohde, Gerhard Schmidt and Jochen Withopf Requires Authentication Unlicensed Licensed Download PDF	191
15. How to create a clean Lombard speech database using loudspeakers Christian Lüke, Anne Theiß, Gerhard Schmidt, Rabea Landgraf, Tina John and Oliver Niebuhr Requires Authentication Unlicensed Licensed Download PDF	209
Index Requires Authentication Unlicensed Licensed Download PDF	227

(Deutsch)

Language: English
Publisher: De Gruyter
Pages
- Front matter: 8
- Main content: 230
Illustrations
- Illustrations: 100
- Coloured Illustrations: 25
Keywords: Signal processing; Digital signal processing; DPS; SP; In-Vehicle dialogue systems; human machine interfaces

eBook

Published: September 11, 2017
ISBN: 9781501504129

Hardcover

Published: September 11, 2017
ISBN: 9781501512124