Improved PCA based face recognition using Directional Filter Bank

Proceedings of INMIC 2004 - 8th International Multitopic Conference

Volumn , Issue , 2004, Pages 118-124

  Khan, Mohammad A U ^a   Khan, Muhammad Khalid ^a   Khan, Muhammad Aurangzeb ^a   Ibrahim, Muhammad Talal ^b   Ahmed, Muhammad Kamran ^b   Baig, Jahanzeb Afzal ^b  

^a Department of Electrical Engineering COMSATS Institute of Information Technology ^*  (Pakistan)

^b Army Public College of Management and Sciences   (Pakistan)

Author keywords

[No Author keywords available]

Indexed keywords

FILTER BANKS; PRINCIPAL COMPONENT ANALYSIS;

DIMENSIONALITY REDUCTION TECHNIQUES; DIRECTIONAL FILTER BANK(DFB); DIRECTIONAL FILTER BANKS; DIRECTIONAL IMAGES; EIGENSPACES; FACE RECOGNITION METHODS; PCA ANALYSIS; RECOGNITION ABILITIES;

FACE RECOGNITION;

EID: 46449088030     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INMIC.2004.1492857     Document Type: Conference Paper

References (21)

1. A. Samal and P. A, Iyengar, "Automatic recognition and analysis of human faces and facial expression: A survey", Pattern Recognition, vol. 25, no. 1, pp. 65-77, 1992.
2. R. Chellappa, C. L. Wilson, and S. Sirohey, "Human and machine recognition of faces: A survey", Proc. IEEE, vol. 83, no. 5, pp. 705-740, 1995.
3. J. Daugman, "Face and gesture recognition: Overview", IEEE Trans, Pattern Analysis and Machine intelligence, vol. 19, no. 7, pp. 675-676, 1997.
4. A. Pentland, "Looking at people: Sensing for ubiquitous and wearable computing", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 1, pp. 107-119, 2000.
5. M. Turk, and A. Pentland, "Eigenfaces for recognition", Journal of Cognitive Neuroscience, vol. 13, no. 1, pp. 71-86, 1991.
6. M. C. Burl, U. M. Fayyad, P. Perana, P. Smyth, and M. P. Buri, "Automating the hunt for volcanoes on venus", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (IEEE, New York, 1994).
7. A. Pentland, B. Moghaddam, and T. Starner, "Vicwbased and modular eigenspaces for face recognition", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (IEEE, New York, 1994).
8. C. Bregler, and S. M. Omohundro, "Surface learning with applications to lip reading", in G. Tesauro, J. D. Cowan, and J. Alspector, eds., Advances in Neural Information Processing Systems 6 (Morgan Kaufman, San Fransisco, CA, 1994, pp. 43-50.
9. H. Murase and S. K. Nayar, "Visual learning and recognition of 3-D objects from appearance", Int'l J. Comput. Vision 14, 1995.
10. J. J. Weng, "On comprehensive visual learning", Presented at the NSF/ARPA Workshop on Performance vs. Methodology in Computer Vision, Seattle, WA, June, 1994.
11. H. Murase, S. K, Nayar, and S. A. Nene, "General learning algorithm for robot vision", Neural and Stochastic Methods in Image and Signal Processing III, S.-S. Chen, ed., Proc. SPIE 2304, 1994.
12. R. A. Fisher, "The use of multiple measure in taxonomic problems", Ann. Eugenics vol. 7, pp. 179-188, 1936.
13. 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.
14. P. N. Belhurneur, J. P. Hcspanha, and D. J. Kricgman, "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.
15. Ki-Chung Chung, Seok Cheol Kee and Sang Ryong Kim, "Face recognition using principal component analysis of gabor filter responses", in Proc. International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, pp. 53-57, 1999, Greece.
16. Chul-Hyun Park, Joon-Jae Lee, Mark J. T. Smith, Sangil Park, and Kil-Houm Park "Directional filter bankbased fingerprint feature extraction and matching", IEEE Trans, on Circuits and Systems For Video Technology, vol. 14, no. 1, pp. 74-85, 2004.
17. J. G. Rosiles and M. J. T. Smith, "Image denoising using directional filter banks", in ICIP'OO, Sept. 2000, pp. 292-295.
18. Sangil Park, M. J. T, Smith, and J. J. Lee, "Fingerprint enhancement based on the directional filter bank", in ICIP'OO, Sept. 2000, pp. 793-796.
19. T. R. Randolph and M. J. T. Smith, "Fingerprint image enhancement using a binary angular representation", in ICASSP'01, May 2001, pp. 1561-1564.
20. 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.
21. R. H. Bamberger, "The directional filter bank: A multsrate filter bank for the directional decomposition of images", Ph. D. thesis, Georgia Institute of Technology, 1990.