Cross correlation measure for decision fusion among multiple face classifiers

Proceedings - IEEE 2005 International Conference on Emerging Technologies, ICET 2005

Volumn 2005, Issue , 2005, Pages 126-131

  Khan, Mohammad A U ^a   Ibrahim, Muhammad Talal ^a   Khan, Muhammad Khalid ^a   Khan, Muhammad Aurangzeb ^a  

^a COMSATS Institute of Information Technology ^*  (Pakistan)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIER DECISION FUSION; DIRECTIONAL FILTER BANK (DFB); DIRECTIONAL TEST IMAGE; FEATURE SETS;

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DECISION MAKING; INFORMATION ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 33845322997     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICET.2005.1558867     Document Type: Conference Paper

References (22)

1. M. Turk, and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, vol. 3, no. 1, pp.71-86, 1991.
2. R. A. Fisher, "The use of multiple measure in taxonomic problems," Ann. Eugenics vol. 7, pp. 179-188. 1936.
3. D. L.Swits, and J. Weng, "Using discriminant eigenfeatures for image retrieval," IEEE Trans. Pattern Analysis and Machine Intelligence vol. 18, no. 8, pp. 831-836. 1996.
4. P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman. "Eigenfaces vs. Fisherfaces: Recognition using a class specific linear projection," IEEE Trans. Pattern Analysis and Machine Intelligence vol. 19, no. 7, pp. 711-720, 1997.
5. S. il Park, M. J. T. Smith, and R. M. Mersereau, "A new directional filter bank for image analysis and classification," ICASSP, vol. 3, pp. 1417-1420, 1999.
6. R. H. Bamberger, "The directional filter bank: A multirate filterbank for the directional decomposition of images", Ph.D. thesis, Georgia Institute of Technology, 1990.
7. T. R. Randolph and Mark.J. T. Smith, "Fingerprint image enhancement using a binary angular representation," in ICASSP'01, May 2001, pp. 1561-1564.
8. J. G. Rosiles and M. J. T. Smith, "Image denoising using directional filter banks," in ICIP'00, Sept. 2000, pp. 292-295.
9. Sang il Park, M. J. T. Smith, and J. J. Lee, "Fingerprint enhancement based on the directional filter bank," in ICIP'00, Sept. 2000, pp. 793-796.
10. S.-H. Park and H. J. Sung, "Correlation-based image registration for applications using pressure-sensitive paint," in AIAA Journal,Jan. 2005, vol. 43, no. 1.
11. Z. C. M. Li, W. Liu, and H. J. Zhang, "A Statistical Correlation Analysis in Image Retrieval," in Pattern Recognition,2002, vol. 35, pp. 2687-2693.
12. J. Kittler, M.Hatef, R.P. Duin, J.G. Matas, "On combining classifiers," in IEEE Trans. Pattern Anal Mach. Intell, vol. 20, no. 3, pp.226-239, 1998.
13. J. Buhmann, J. Lange and C. von der Malsburg, "Distortion invariant object recognition by matching hierarchically labeled graphs," in Proc. IJCNN'89, pp.151-159, 1989.
14. G. Cottrell and M. Fleming, "Face recognition using unsupervised feature extraction," in Proc. Int. Neural Network Conf., 1990.
15. Z. Q. Hong, "Algebaric feature extraction of image for recognition," in Patt. Recogn., vol. 24, no. 3, pp. 211-219, 1991.
16. O. Nakamura, S. Mathur and T. Minami, "Identification of human faces based on isodensity maps," in Patt. Recogn., vol. 24, no. 3, pp. 263-272, 1991.
17. A. L. Yuille, "Deformable templates for face recognition," in Journal of Cognitive Neuroscience, vol. 3, no. 1, pp.59-70, 1991.
18. Rafael C. Gonzalez and Richard E. Woods, Digital Image Processing Second Edition.
19. Asker M. Bazen.et.al, "A correlation based Fingerprint verification system," in Proc. of ProRISC, IEEE workshop, pp. 205-213, November 30, 2000.
20. Arun Ross.et.al, "Fingerprint matching using feature space correlation," In Proc. of Post-ECCV Workshop on Biometric Authentication, LNCS, 2359, pp. 48-57, June 1, 2002.
21. Mohammad A. U. Khan.et.al, "Improved PCA based Face Recognition using Directional Filter Bank," in 8th IEEE International Multi-topic Conference (INMIC 2004), pp. 118-124, 24-26 DEC 2004, Lahore, Pakistan.
22. Mohammad A. U. Khan.et.al, "Directional Filter Bank Based Classification Using Fisher Linear Discriminant Model for Face Recognition," in 2nd International Workshop on Frontiers of Information Technology, 20-21 DEC 2004, Islamabad, Pakistan.