Corpus ID: 124695887

Driving Fatigue Recognition Based on Higher-order Singular Value Decomposition

@inproceedings{Limin2011DrivingFR,
  title={Driving Fatigue Recognition Based on Higher-order Singular Value Decomposition},
  author={Xia Li-min},
  year={2011}
}
  • Xia Li-min
  • Published 2011
  • Mathematics
  • This paper presents a new method for fatigue recognition based on Higher-order Singular Value Decomposition(HOSVD).Facial velocity information,which is determined using optical flow techniques,is used to characterize fatigue.In order to remove the influence of identity,head poses,and lighting conditions,HOSVD is used to extract fatigue features.Experimental results show that the proposed method is effective and attains a satisfactory effect. 

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