Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회논문지)

Korean Society of Computer Information (한국컴퓨터정보학회)
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A Study on Detecting Glasses in Facial Image

  • Received : 2015.11.14
  • Accepted : 2015.12.07
  • Published : 2015.12.30
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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.

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References

  1. Myung-Hyun Yoo,Jeong-Seon Park,Sang-Woong Lee,Hyong-Chol Choi,Seong-Whan Lee "The State of the Art and the Prospects for the Face - based Biometrics" Korea Information Science Society, Vol.19 No.7 (WN.146), pp. 22-31, July 2001
  2. Kwontaeg Choi, Hyeran Byun "Face Recognition Technology Status and Outlook" Korea Multimedia Society, Vol.10 No.3, pp. 44-52, Sept 2006
  3. X. Jiang, M. Binkert, B. Achermann, and H. Bunke "Towards detection of glasses in facial images" Proc. of 14th Int. Conf. on Pattern Recognition, Vol.2, pp.1071-1073, Aug 1998
  4. Z. Jing and R. Mariani "Glasses detection and extraction by deformable contour" Proc. of 15th Int Conf. on Pattern Recognition, Vol.2, pp.933-936, Sept 2000
  5. Y. Saito, Y. Kenmochi and K. Kotani "Estimation of eyeglassless facial images using principal component analysis" In Proc. of ICIP, Vol.4, pp.197-201, Oct 1999
  6. You Hwa Oh,Sang Chul Ahn,Hyoung-Gon Kim,Ig-Jae Kim,Seong-Whan Lee "Glasses Removal from Facial Images with Recursive PCA Reconstruction" The Institute of Electronics Engineers of Korea - Signal Processing, Vol.41 No.3 (WN.297), pp. 35-49, May 2004
  7. Jae-Jun Yang, Seong-Won Cho, Kee-Seong Lee "Face Disguise Detection System Based on Template Matching and Nose Detection" Korean Institute of Intelligent Systems, Vol. 22, No. 1, pp. 100-107, Feb 2012 https://doi.org/10.5391/JKIIS.2012.22.1.100