Distance measures for PCA-based face recognition

  title={Distance measures for PCA-based face recognition},
  author={Vytautas Perlibakas},
  journal={Pattern Recognition Letters},
In this article we compare 14 distance measures and their modifications between feature vectors with respect to the recognition performance of the principal component analysis (PCA)-based face recognition method and propose modified sum square error (SSE)-based distance. Recognition experiments were performed using the database containing photographies of 423 persons. The experiments showed, that the proposed distance measure was among the first three best measures with respect to different… CONTINUE READING
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