UID:
edocfu_9959229765202883
Format:
1 online resource (252 pages)
Edition:
1st ed.
ISBN:
1-5015-0416-9
,
1-5015-0412-6
Series Statement:
Intelligent Vehicles and Transportation
Content:
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
Note:
Includes index.
,
Frontmatter --
,
Contents --
,
Preface --
,
List of contributing authors --
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Part I: Vehicle System and Safety --
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1. Analysis of in-vehicle speech activity towards driver safety assessment /
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2. Stochastic behavior modeling for driver assistance using stream data processing /
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3. Using real road driving data to calibrate a model of front-end collision risk /
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Part II: Driver Modeling --
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4. Driver mirror-checking action detection /
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5. Probabilistic driver modeling /
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6. Driving distance based analysis of driving maneuvers /
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7. Correlation of neurophysiological measurement of anxiety and driving behavior /
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8. Adaptation techniques for stochastic driver behavior modeling /
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9. Integrated modeling of driver gaze and vehicle operation behavior during lane changes /
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Part III: Signal Processing for HVI --
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10. Speaker activity detection for distributed microphone systems in cars /
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11. Speech enhancement employing feature domain reconstruction for robust in-vehicle speech recognition /
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12. Driver adaptive prediction for pedestrian detectability using in-vehicle camera images /
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13. An audio-visual in-car corpus "CENSREC-2-AV" for robust bimodal speech recognition /
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14. Array-based speech enhancement for microphones on seat belts /
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15. How to create a clean Lombard speech database using loudspeakers /
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Index
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Issued also in print.
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In English.
Additional Edition:
ISBN 1-5015-1212-9
Language:
English
DOI:
10.1515/9781501504129
