Kernel collaborative representation-based classifier for face recognition

  title={Kernel collaborative representation-based classifier for face recognition},
  author={B. Wang and W. Li and N. Poh and Qingmin Liao},
  journal={2013 IEEE International Conference on Acoustics, Speech and Signal Processing},
  • B. Wang, W. Li, +1 author Qingmin Liao
  • Published 2013
  • Computer Science
  • 2013 IEEE International Conference on Acoustics, Speech and Signal Processing
  • Recent research has shown that collaborative representation-based classifier (CRC) can lead to promising results for the classification of face images. However, CRC is conducted in the original image space rather than the nonlinear high dimensional feature space in which features belonging to the same class are better grouped together and thus can be easily separable. To address this problem, this paper presents a novel classifier, Kernel Collaborative Representation-based Classifier (KCRC), by… CONTINUE READING
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