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A Study on Detecting Glasses in Facial Image

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2015, 20(12), pp.21-28
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science

정성기 1 Paik Doowon 1 HYUNG IL CHOI 1

1숭실대학교

Accredited

ABSTRACT

In this paper, we propose a method of glasses detection in facial image. we develop a detection method of glasses with a weighted sum of the results that detected by facial element detection and glasses frame candidate region. Component of the face detection method detects the glasses, by defining the detection probability of the glasses according to the detection of a face component. Method using the candidate region of the glasses frame detects the glasses, by defining feature of the glasses frame in the candidate region. finally, The results of the combined weight of both methods are obtained. The proposed method in this paper is expected to increase security system's recognition on facial accessories by raising detection performance of glasses or sunglasses for using ATM

Citation status

* References for papers published after 2022 are currently being built.

This paper was written with support from the National Research Foundation of Korea.