DOI QR코드

DOI QR Code

A Study on Look alike Offender Detection Using Hidden Face Information

얼굴가림 정보를 이용한 유사 범인 검출에 관한 연구

  • 김수인 (김포대학교 항공전기전자과)
  • Received : 2014.01.29
  • Accepted : 2014.02.24
  • Published : 2014.04.30

Abstract

In this paper, I propose a method for detection of look-alike offenders by using hidden face information. For extraction of moving objects, PRA matching is used to extract moving components, and brightness changes can be dealt with by an adaptive threshold adjusting in the proposed method. Moving objects extracted in the territory of the face region is extracted using the complexion, facial area, eyes, nose, mouth. The extracted information detected by the presence of these characteristics were likely to help judge a person. Results of the extracted face makes the recognition rate of possible murderers 90% so the usefulness of the proposed method was confirmed.

Keywords

References

  1. J.Heyood, "Robots meet machine vision", Photonics Spectra, pp.599-602, Jul 1991.
  2. A. Pugh, Robot Vision, Springer-Verlag, 1983.
  3. C Staffer W. Grimson, "Adaptive background mixture models for real-time tracking", in Proc IEEEConf. on Computer Vision and Pattern Recognition, Fort Collins CO, pp246-252, 1999.
  4. K. M. Lim, H. N. Cho, K. M. Lee, S. J. Lee, "Back Ground Initialization Algorithm for Visual Monitoring System", Proc. of KICS conf., pp.223 2004.
  5. Yepen Gyan and Lin Yang, "An unsupervised face detection based on Skin color and geometric information," Intelligent Systems Design and Application 2006, Vol.2, pp272-276, Oct. 2006. https://doi.org/10.1109/ISDA.2006.253845
  6. R.Chellappa, C.L.Wilson and S.Sirohey, "Human and Machine Recognition of Face: A Survey," Proc. of the IEEE, Vol. 83, No.5, pp704-740,1995.
  7. Berbar M. A., Kelash H. M. and Kandeel A. A., "Face and facial Features Detection in ColorImages," Geometric Modeling and Imaging New Trends 2006, pp.209-214, Jul. 2006.
  8. W. D. Yu, S. I. Oh, "Extraction of Face Regions based on Chromatic Distribution Information",KIISE, Vol 24, pp.180-192, 1997.
  9. Jung Woo Lee, "Moving Object Detection in Indoor Environment based Edge Information", Graduate School of Kyung Hee, Master Thesis, 2006.
  10. Ki Sang Kim, "Real-Time moving object tracking robust in occlusion using LK algorithm", Graduate School of Soongsil University, Master Thesis, 2008.
  11. L. H. Park, "Modern Statistology", YoungChi, 2006.
  12. Eric Hamilton, JPEG File Interchange Format Version 1.02 Sep. 1992.