Recognition of Driver Turn Behavior Based on Video Analysis

Yu Feng Lu; Chun Ling Li

doi:10.4028/www.scientific.net/AMR.433-440.6230

Paper Titles

Face Recognition Based on a Fast Kernel Discriminant Analysis Approach
p.6205

An Applied Research on Reactive Current Detection Methods Based on Instantaneous Reactive Power Theory
p.6212

Research on the Fault Location of 35kV Distribution Line
p.6219

Research of the Wireless Distributed Test System Based on WLAN
p.6224

Recognition of Driver Turn Behavior Based on Video Analysis
p.6230

Quantized Feedback Control under Dynamic Logarithmic Quantization Schemes
p.6235

Observer-Based Quantized Feedback Control via Noisy Communication Channels
p.6242

Based on S-Transformation Single-Phase Transient Faults and Permanent Fault Identification
p.6250

Research on Fault Diagnosis Method Based on Empirical Mode Decomposition & Time-Frequency Reassignment
p.6256

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 433-440Recognition of Driver Turn Behavior Based on Video...

Recognition of Driver Turn Behavior Based on Video Analysis

Abstract:

In view of the shortcoming of driver state detection system which may take turn behavior as driver distraction, a new method to recognize turn behavior was proposed based on video images analysis. The driver hands position in different driving behavior were analyzed and we found that the position of driver’s hands changed more violent when in turning than in other driving behavior. So we may use standard deviation of driver hands position to recognize driver turn behavior. In order to improve the hands locating speed the Particle Filtering was used to track the driver hands. And experiments resulted that the recognition algorithm can identify the driver's turn behavior.

You might also be interested in these eBooks

View Preview

Info:

Periodical:

Advanced Materials Research (Volumes 433-440)

Pages:

6230-6234

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.433-440.6230

Citation:

Cite this paper

Online since:

January 2012

Authors:

Yu Feng Lu, Chun Ling Li

Keywords:

Hands Position, Recognition of Turn Behavior, Standard Deviation, Video Analysis

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] D. D. Salvucci, A. Liu. The Time Course of A Lane Change: Driver Control and Eye-Movement Behavior. Transportation Research Part F. 2002(5): 123-132.

DOI: 10.1016/s1369-8478(02)00011-6

Google Scholar

[2] Jiann-Der Lee, Jiann-Der Li, Li-Chang Liu. A Novel Driving Pattern Recognition and Status Monitoring System. Lecture Notes in Computer Science. 2006, 4319: 504-512.

DOI: 10.1007/11949534_50

Google Scholar

[3] M. Land, D.N. Lee. Where We Look When We Steer. Nature. 1994, 369(6483): 742-744.

DOI: 10.1038/369742a0

Google Scholar

[4] N. Kuge, T. Yamamura, O. Shimoyama. A Driver Behavior Recognition Method Based on a Driver Model Framework. Soc. Automotive Engineers Publication. 2000, 109(6): 469-476.

DOI: 10.4271/2000-01-0349

Google Scholar

[5] Shinko Yuanhsien Cheng, Mohan Manubhai Trivedi. Turn-Intent Analysis Using Body Pose for Intelligent Driver Assistance. IEEE Pervasive Computing. 2006, 5(4): 28-37.

DOI: 10.1109/mprv.2006.88

Google Scholar

[6] K. Nummiaro, E. Koller-Meier, L. V. Gool. An Adaptive Color-based Particle Filter. Image and Vision Computing, 2003, 21 (1): 99-110.

DOI: 10.1016/s0262-8856(02)00129-4

Google Scholar