Eye detection in facial images using zernike moments with SVM

ETRI Journal

Volumn 30, Issue 2, 2008, Pages 335-337

  Kim, Hyoung Joon ^a,b   Kim, Whoi Yul ^a  

^a Hanyang University   (South Korea)

^b SAMSUNG Electronics   (South Korea)

Author keywords

Eye detection; Support vector machine (SVM); Zernike moments

Indexed keywords

DATABASE SYSTEMS; IMAGE ANALYSIS; SUPPORT VECTOR MACHINES;

EYE DETECTION; ZERNIKE MOMENTS;

FACE RECOGNITION;

EID: 42149139371     PISSN: 12256463     EISSN: None     Source Type: Journal    
DOI: 10.4218/etrij.08.0207.0150     Document Type: Article

References (11)

1. P. Wang and Q. Ji, "Multi-view Face and Eye Detection Using Discriminant Features," Computer Vision and Image Understanding, vol. 105, no. 2,2007, pp. 99-111.
2. E. Osuna, R. Freund, and F. Girosit, 'Training Support Vector Machines: An Application to Face Detection," Proc. CVPR, 1997, pp. 130-136.
3. H. Jee, K. Lee, and S. Pan, "Eye and Face Detection Using SVM," Proc. ISSNIP, 2004, pp. 577-580.
4. L. Jin, X. Yuan, S. Satoh, J. Li, and L. Xia, "A Hybrid Classifier for Precise and Robust Eye Detection," Proc. ICPR, 2006, pp. 731-735.
5. G. Pan, W. Lin, Z. Wu, Y. Yang, "An Eye Detection System Based on SVM Filter," Proc. SPIE, vol. 4925, 2002, pp. 326-331.
6. S. Yang, K. Seo, Y. Ro, S.-K. Kim, J.-Y. Kim, and Y. Seo, "User-Centric Digital Home Photo Album," Proc. ISCE, 2005, pp. 226-229.
7. J.-H. Lee, "Automatic Video Management System Using Face Recognition and MPEG-7 Visual Descriptors," ETRI Journal, vol. 27, no. 6, Dec. 2005, pp. 806-809.
8. S.-K. Hwang and W.-Y. Kim, "A Novel Approach to the Fast Computation of Zernike Moments," Pattern Recognition, vol. 39, no. 11, 2006, pp. 2065-2076.
9. S. Kim, I. Kweon, and I. Kim, "Robust Model-Based 3D Object Recognition by Combining Feature Matching with Tracking," Proc. ICRA, vol. 2,2003, pp. 2123-2128.
10. P. Viola and M. Jones, "Rapid Object Detection Using a Boosted Cascade of Simple Features," Proc. CVPR, vol. 1, 2001,pp. 511-518.
11. http://www.intel.com/technology/computing/opencv/.