微信服务号

微信订阅号

2025-4-6- 16
Home > Archive>Volume 14, Issue 8, 2003 >1394-1400
PDF HTML XML Export Cite reminder
Eye Location Based on Hybrid Projection Function
Author:
Affiliation:

  • Article
    • | |
  • Metrics
    • |
  • Reference [11]
    • |
  • Related [20]
    • |
  • Cited by [51]
    • | |
  • Comments
    Abstract:

    A method is described to locate eyes accurately in this paper. Eye location is the key step of many face detection methods. After obtaining an eye window, the eye can be located by using projection functions. A novel projection function, i.e. hybrid projection function (HPF), is proposed in this paper. HPF combines integral projection function and variance projection function so that it can reflect the mean and the variance of the pixels in a particular direction of the image. Experimental results show that eyes can be located quite accurately by using hybrid projection function.

    Reference
    [1]Brunelli R, Poggio T. Face recognition: Features versus templates. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1993,15(10):1042～1052.
    [2]Yang MH, Kriegman DJ, Ahuja N. Detecting faces in images: A survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002,24(1):34～58.
    [3]Bala J, DeJong K, Huang J, Vafaie H, Wechsler H. Visual routine for eye detection using hybrid genetic architectures. In: Backer E, Gelsema ES, eds. Proceedings of the 13th International Conference on Pattern Recognition. Los Alamitos: IEEE CS Press, 1996,3:606～610.
    [4]Reinders MJT, Koch RWC, Gerbrands JJ. Locating facial features in image sequences using neural networks. In: Essa I, ed. Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition. Los Alamitos: IEEE CS Press, 1996. 230～235.
    [5]Wu JX, Zhou ZH. Efficient face candidates selector for face detection. Pattern Recognition, 2003,36(5):1175～1186.
    [6]Kanade T. Picture processing by computer complex and recognition of human faces [Ph.D. Thesis]. Kyoto: Kyoto University, 1973.
    [7]Feng GC, Yuen PC. Variance projection function and its application to eye detection for human face recognition. Pattern Recognition Letters, 1998,19(9):899～906.
    [8]Feng GC, Yuen PC. Multi cues eye detection on gray intensity image. Pattern Recognition, 2001,34(5):1033～1046.
    [9]Alattar AM, Rajala SA. Facial features localization in front view head and shoulders images. In: Rodriguez J, ed. 1999 IEEE International Conference on Acoustics, Speech and Signal Processing (Icassp). Los Alamitos: IEEE CS Press, 1999,6:3557～3560.
    [10]The BioID Face Database, BioID-Technology Research, 2001. http://www.bioid.com.
    [11]Jesorsky O, Kirchberg KJ, Frishholz RW. Robust face detection using the Hausdorff distance. In: Bigunand J, Smeraldi F, eds. Audio and Video based Person Authentication. Lecture Notes in Computer Science, Berlin: Springer-Verlag, 2001. 90～95.
    Comments
    Comments
    分享到微博
    Submit
Get Citation

耿新,周志华,陈世福.基于混合投影函数的眼睛定位.软件学报,2003,14(8):1394-1400

Copy
Share
Article Metrics
  • Abstract:5420
  • PDF: 7116
  • HTML: 0
  • Cited by: 0
History
  • Received:September 20,2002
  • Revised:December 04,2002
Links:Institute of Software, CASChina Computer FederationCASNSFC
You are the first2033365Visitors
Copyright: Institute of Software, Chinese Academy of Sciences Beijing ICP No. 05046678-4
Address：4# South Fourth Street, Zhong Guan Cun, Beijing 100190,Postal Code：100190
Phone：010-62562563 Fax：010-62562533 Email：jos@iscas.ac.cn
Technical Support：Beijing Qinyun Technology Development Co., Ltd.

Beijing Public Network Security No. 11040202500063