A novel weighted Hausdorff distance for face localization

Image and Vision Computing

Volumn 24, Issue 7, 2006, Pages 656-662

  Tan, Huachun ^a   Zhang, Yu Jin ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Face localization; Hausdorff distance; Weighting function

Indexed keywords

MAPS; NATURAL FREQUENCIES; PROBLEM SOLVING;

EDGE POINTS; FACE LOCALIZATION; HAUSDORFF DISTANCE; WEIGHTING FUNCTION;

DISTANCE MEASUREMENT;

EID: 33746760353     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2005.05.011     Document Type: Article

References (18)

1. Yang M.H., Kriegman D.J., and Ahuja N. Detecting faces in images: a survey. IEEE Transaction on Pattern Analysis and Machine Intelligence 24 1 (2002) 34-58
2. Zhao W., Chellappa R., Phillips P.J., and Rosenfeld A. Face recognition: a literature survey. ACM Computing Surveys 35 4 (2003) 399-458
3. Biederman I., and Gu J. Surface versus edge-based determinants of visual recognition. Cognitive Psychology 20 (1988) 38-64
4. Lin K.H., Lam K.M., and Sui W.C. Spatially eigen-weighted Hausdorff distances for human face recognition. Pattern Recognition 36 (2003) 1827-1834
5. Huttenlocher D.P., Klanderman G.A., and Ruchlidge W.J. Comparing images using the Hausdorff distance. IEEE Transaction on Pattern Analysis and Machine Intelligence 15 9 (1993) 850-863
6. Dubuisson M., and Jain A.K. A modified Hausdorff distance for object matching. Proceedings of 12th International Conference on Pattern Recognition A (1994) 566-568
7. Takacs B. Comparing face images using the modified Hausdorff distance. Pattern Recognition 31 12 (1998) 1873-1880
8. Lin K.H., Guo B., Lam K.M., and Siu W.C. Human face recognition using a spatially weighted modified Hausdorff distance. Proceedings of the International Symposium on Intelligent Multimedia, Video and Speech Processing (2001) 477-480
9. http://www.humanscan.de/support/downloads/facedb.php
10. Josorsky O., Kirchberg K.J., and Frischholz R.W. Robust face detection using the Hausdorff distance. Proceedings of Third International Conference on Audio- and Video-based Biometric Person Authentication (2001) 90-95
11. Sim D.-G., Kwon O.-K., and Park R.-H. Object matching algorithm using robust Hausdorff distance measures. IEEE Transaction on Image Process 8 (1999) 425-429
12. Zhu Z., Tang M., and Lu H. A new robust circular Gabor based object matching by using weighted Hausdorff distance. Pattern Recognition Letters 25 (2004) 515-523
13. Gao Y., and Leung M.K.H. Line segment Hausdorff distance on face matching. Pattern Recognition 35 2 (2002) 361-371
14. Gao Y. Efficiently comparing face images using a modified Hausdorff distance. Vision, Image and Signal Processing, IEE Proceedings 150 6 (2003) 346-350
15. Han I., Yun D., and Lee S.U. Modified Hausdorff distance for model-based 3-D object recognition from a single view. Journal of Visual Communication & Image Representation 15 1 (2004) 27-43
16. Zhao C., Shi W., and Deng Y. A new Hausdorff distance for image matching. Pattern Recognition Letters 26 5 (2005) 581-586
17. Rucklidge W. Efficient visual recognition using the Hausdorff distance. Lecture Notes in Computer Science 1173 (1996)
18. Kirchberg K.J., Josorsky O., and Frischholz R.W. Genetic model optimization for Hausdorff distance-based face localization. Proceedings of International ECCV 2002, Workshop on Biometric Authentication (2002) 103-111