Human face recognition using a spatially weighted Hausdorff distance

ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings

Volumn 2, Issue , 2001, Pages 145-148

  Guo, Baofeng ^a,b   Lam, Kin Man ^a   Siu, Wan Chi ^a   Yang, Shuyuan ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINANT POWER; DISTANCE MEASURE; FACE IDENTIFICATION; HAUSDROFF DISTANCE; HUMAN FACE RECOGNITION; MODIFIED HAUSDORFF DISTANCE; WEIGHTED FUNCTION; WEIGHTED HAUSDORFF DISTANCE;

GEOMETRY; DATABASE SYSTEMS; EDGE DETECTION; IMAGE ANALYSIS; MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS; RANDOM PROCESSES;

FACE RECOGNITION;

MODIFIED HAUSDORFF DISTANCES;

EID: 0034996249     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2001.921027     Document Type: Conference Paper

References (14)

1. R. Chellappa, C. L. Wilson and S. Sirohey, "Human and Machine Recognition of Faces: A Survey", Proceedings of IEEE, vol. 83, no. 5, pp. 705-740, May. 1995.
2. Samal and P. A. Iyengar, "Automatic recognition and analysis of human faces and facial expressions: A survey", Pattern Recognition, vol. 25, no. 1, pp. 65-77, 1992.
3. D. Valentin, H. Abdi, A. J. O'Toole and G. W. Cottrell. "Connectionist models of face processing: a survey". Pattern Recognition, vol. 27, no. 9, pp. 1209-1230, 1994. (Pubitemid 124017483)
4. M. Turk and A. Pentlan, "Eigenfaces for Recognition", J. of Cognitive Neuroscience, vol. 3, no. 1, pp. 81-86, 1991.
5. L. Wiskott, J. Fellous, N. Kruger and C. Malsburg, "Face recognition by elastic bunch graph matching", IEEE Trans. on Pattern Analvsis and Machine Intelligence, vol. 19, no. 7, pp. 775-779, 1997. (Pubitemid 127762270)
6. M. Lades, J. Vorbruggen, J. Lange, C. Malsburg, R. Wurtz, and W. Konen, "Distortion invariant object recognition in the dynamic link architecture", IEEE Trans, on Computers, vol. 42, no. 3, pp. 300-311, 1993.
7. S. Lawrence, C. Giles, A. Tsoi, A. Back, "Face recognition: a convolutional neural-network approach", IEEE Trans, on Neural Nenvorks, vol. 81, no. 1, pp. 98-113, 1997. (Pubitemid 127767784)
8. J. Zhang, Y. Yan and M. Lades, "Face recognition: eigenface, elastic matching, and neural nets ". Proceedings of the IEEE, vol. 85, no. 9, pp. 1423-1435, Sept. 1997. (Pubitemid 127745629)
9. R. Brunelli and T. Poggio. "Face recognition: features versus templates", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 15, no. 10, pp. 1042-1052, Oct. 1993.
10. P. Belhumeur, J. Hespanha, and D. Kriegman, "Eigenfaces vs. fisherfaces: recognition using class specific linear projection", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, 1997. (Pubitemid 127762263)
11. K. M. Lam and H. Yan, "An analytic-to-holistic approach for face recognition based on a single front view", IEEE Trans. on Pattern Analvsis and Machine Intelligence, vol. 20, no. 7, pp. 673-686, 1998. (Pubitemid 128744853)
12. S. Ma and Z. Zhang, "Computer vision: computing theory and algorithm" Academic Press, Beijing, 1998.
13. Takács, "Comparing Face Images Using the Modified Hausdorff Distance", Pattern Recognition, vol. 31, no. 12, pp. 1873-1880, 1998.
14. D. P. Huttenlocher, G. A. Klanderman, and W. J. Rucklidge, "Comparing Images Using the Hausdorff distance", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 15, no. 9, pp. 850-863, Sept. 1993.