Review and Implementation of High-Dimensional Local Binary Patterns and Its Application to Face Recognition

نویسندگان

  • Bor-Chun Chen
  • Chu-Song Chen
  • Winston Hsu
چکیده

High-dimensional local binary patterns [5] have been proved to be a useful feature for face recognition, which provides near-human performance in a widely used face verification benchmark. In this report, we first review the technical aspect of this promising feature, and then we provide our implementation details of the feature. Finally, we show some experimental results using this feature on two public datasets, LFW and CACD.

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تاریخ انتشار 2014