Gabor wavelet based human fatigue pattern detection

This paper proposes a novel method of fatigue pattern detection, in which, Gabor wavelets are employed to extract facial feature, and then, the multi-scale KNN classification algorithm will be used for fatigue pattern detection of the Human face image. Experimental results show that, when the K takes small value in KNN classification algorithm, new method can effectively recognize driver fatigue pattern.