Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition

  title={Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition},
  author={Changxing Ding and Jonghyun Choi and D. Tao and L. Davis},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  • Changxing Ding, Jonghyun Choi, +1 author L. Davis
  • Published 2016
  • Computer Science, Medicine
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • To perform unconstrained face recognition robust to variations in illumination, pose and expression, this paper presents a new scheme to extract “Multi-Directional Multi-Level Dual-Cross Patterns” (MDML-DCPs) from face images. Specifically, the MDML-DCPs scheme exploits the first derivative of Gaussian operator to reduce the impact of differences in illumination and then computes the DCP feature at both the holistic and component levels. DCP is a novel face image descriptor inspired by the… CONTINUE READING
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