Merging face and finger images for human identification

Pattern Analysis and Applications

Volumn 8, Issue 1-2, 2005, Pages 188-198

  Khuwaja, Gulzar A ^a  

^a KUWAIT UNIVERSITY   (Kuwait)

Author keywords

Bimodal classification; Biometrics; Computer vision; Face recognition; Human identification; Learning vector quantization; Merged pattern

Indexed keywords

EID: 27844551995     PISSN: 14337541     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10044-005-0255-4     Document Type: Article

References (61)

1. Jain AK, Prabhakar S, Hong L, Pankanti S (2000) Filterbank-based fingerprint matching. IEEE Trans Image Processing 9(5):846-859
2. Jain AK, Ross A (2002) Learning user-specific parameters in a multibiometric system. IEEE Int Conf Image Processing (ICIP'02) I:57-60
3. Frischholz RW, Dieckmann U (2000) BioID: a multimodal biometric identification system. IEEE Comput 33(2): 64-68
4. Kittler J, Hatef M, Duin RPW, Matas J (1998) On combining classifiers. IEEE Trans Patterns Anal Mach Intell 20(3):226-239
5. Hong L, Jain AK, Pankanti S (1999) Can multibiometrics improve performance? In: Proceedings of the AutoID'99 Summit (NJ), USA, pp 59-64
6. Chang K, Bower KW, Sarkar S, Victor B (2003) Comparison and combination of ear and face images in appearance-based biometrics. IEEE Trans Patterns Anal Mach Intell 25(9): 1160-1165
7. Chellappa R, Wilson C, Sirohey S (1995) Human and machine recognition of faces: a survey. Proc IEEE 83(5):705-739
8. Nagaty KA (2001) Fingerprints classification using artificial neural networks: a combined structural and statistical approach. Neural Netw 14:1293-1305
9. Belhumeur PN, Hespanha JP, Kriegman DJ (1997) Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE Trans Patterns Anal Mach Intell 19(7):711-720
10. Wei S (1998) Face recognition, final project report, (http://www.cim. mcgill.ca/~wsun/sa/project/report.html)
11. Valentin A, Abdi H (1996) Can a linear autoassociator recognize faces from new orientations. J Opt Soc Am 13(4):717-724
12. Gross M (1995) Visual Computing. Springer, Berlin Heidelberg New York, p 289
13. Lawrence S, Lee GC, Tsoi AC, Andrew AB (1997) Face recognition: a convolutional neural network approach. IEEE Trans Neural Netw 8(1):98-113
14. Lin SH, Kung SY, Lin LJ (1997) Face recognition/detection by probabilistic decision-based neural network. IEEE Trans Neural Netw 8(1):114-132
15. Ben-Arie J, Nandy DA (1998) Volumetric/iconic frequency domain representation for objects with application for pose invariant face recognition. IEEE Trans Patterns Anal Mach Intell 20(5):449-457
16. Kin-Man L, Hong Y (1998) An analytic-to-holistic approach for face recognition based on a single frontal view. IEEE Trans Patterns Anal Mach Intelligence 7(20):673-686
17. Rumelhart DE, Hinton GE, Williams RJ (1985) Learning internal representations by error propagation, Institute for Cognitive Science Technical Report 8506, UCSD, La Jolla, CA 92093
18. Sutton R (1986) Two problems with backpropagation and other steepest-descent learning procedures for networks. In: 8th Conference on the cognitive science society, Erlbaum, Hillsdale NJ, pp 823-831
19. Huang WY, RP (1987) Lippmann, Neural nets and traditional classifiers. In: Anderson DZ (ed) Neural Inf Proces Syst. American Institute of Physics, NY, pp 387-396
20. Hush DR, Salas JM, Horne B (1991) Error surfaces for multilayer perceptrons. In: international IEEE joint conference on Neural Networks Seattle NY 1: 759-764
21. Hassoun MH (1995) Fundamentals of artificial neural networks. MIT Press, England
22. Feitosa RQ, Thomaz CE, Veigo A, (1999) Comparing the performance of the discriminant analysis and RBF neural network for face recognition. In: 5th international conference Inf systems on analysis and synthesis 6:50-56
23. Tolba AS, Abu-Rezq AN (2000) Combined classifiers for invariant face recognition. Patterns Anal App 3(4):289-302
24. Ross A, Jain A (2003) Information fusion in biometrics. Patterns Rec Lett 24:2115-2125
25. Kohonen T (1995) Self-organizing maps. Springer, Berlin Heidelberg New York
26. Chibelushi CC, Deravi F, Mason JSD (1999) Adaptive classifier integration for robust pattern recognition. IEEE Trans Syst Man Cybern B: Cybern 29(6):902-907
27. Su Q, Silsbee PL (1996) Robust audiovisual integration using semi-continuous hidden Markov models. In: 4th international conference spoken language Proceedings 1:42-45
28. Wagner T, Dieckmann U (1994) Multi-sensorial inputs for the identification of persons with synergetic computers. In: 1st IEEE international conference image processing 2:287-291
29. Dasarathy BV (1991) Decision fusion strategies in multisensor environments. IEEE Trans Syst Man Cybern 21(5):1140-1154
30. Khuwaja GA (2002) LVQ base models for recognition of human faces. Int J of Comp App in Tech 16(4):181-193
31. Robertson G, Craw I (1994) Testing face recognition systems. Image Vis Comput 12:609-614
32. Craw I, Costen N, Kato T, Akamatsu S (1999) How should we represent faces for automatic recognition. IEEE Trans Patterns Anal Mach Intell 21(8):725-736
33. Tolba AS (1998) Kuwait University (KU) face database, http://www.sc.Kuniv.edu.kw/lessons/9503587/kufb.htm
34. Samaria AS (1994) Face recognition using hidden markov models, PhD Dissertation. Trinity College, University of Cambridge
35. The Psychological Image Collection at Stirling (PICS), nott-faces-originals. http://pics.psych.stir.ac.uk/
36. Khuwaja GA, Abu-Rezq AN (2003) Data acquisition and recognition of fingerprints with LVQ. Int J Comput Intell App 3(1):65-88
37. Wang S, Lee C (1999) Fingerprint recognition using directional micropattern histograms and LVQ networks. Int Conf Inf Intell Syst 300-303
38. Er MJ, Wu S, Lu J, Toh HL (2002) Face recognition with radial basis function (RBF) neural networks. IEEE Trans Neural Netw 13(3): 697-710
39. Phillips PJ, Grother P, Micheals R, Blackburn DM, Tabassi E, Bone M (2002) Face recognition vendor test. In: IEEE international work analysis and modelling of faces and gestures (AMFG'03)
40. Blackburn DM, Bone JM, Phillips PJ (2001) FRVT 2000 evaluation report. (http://www.frvt.org/DLS/FRVT_2000.pdf)
41. Adler A (2002) Automatic face recognition system architecture for collaborative virtual environments. In: IEEE international eork haptic virtual environment and their applications (HAVE), pp 1-6
42. Chien J, Wu C (2002) Discriminant wavelet faces and nearest feature classifiers for face recognition. IEEE Trans Patterns Anal Mach Intell 24(12):1644-1649
43. Hagen S (1995) Face Recognition - a novel technique. Master Thesis. University of Heidelberg
44. Khuwaja GA (2003) Adaptive LVQ classifier for invariant face recognition. Cybern Syst Int J 34(8):725-746
45. Kawagoe M, Tojo A (1984) Fingerprint pattern classification. Pattern Recogn 17(3):295-303
46. Karu K, Jain AK (1996) Fingerprint classification. Pattern Recogn 29(3):389-404
47. Jain AK, Hong L, Bolle (1997) R On-line fingerprint verification. IEEE Trans Patterns Anal Mach Intell 19(4):302-314
48. Wahab A, Chin SH (1998) Novel approach to automated fingerprint recognition. IEE Proc Vis Image Signal Processing 145(3): 160-166
49. Emiroglu I, Akhan MB (1997) Pre-processing of fingerprint images. IEE European Conference Security and Detection, pp 147-151
50. Jiang X, Yau W, Ser W (2001) Detecting the fingerprint minutiae by adaptive tracing the gray-level ridge. Patt Rec 34: 999-1013
51. Costello BD, Gunawardena CA, Nadiadi YM (1994) Automated coincident sequencing for fingerprint verification. IEE Colloq Image Processing Biom Meas 3:1-5
52. Maio D, Maltoni D, Cappelli R, Wayman JL, Jain AK (2002) FVC2000: Fingerprint verification competition. IEEE Trans Patterns Anal Mach Intell 24(3): 402-412
53. Watson C I, Wilson C L (1992) NIST special database 4, fingerprint database, US National Institute of Standards and Technology
54. Watson C I (1993) NIST special database 14, fingerprint database, US National Institute of Standards and Technology
55. Jain AK, Bolleand R, Pankanti S (1999) Biometrics-personal identification in networked society. Kluwer, Dordrecht
56. Lee CJ, Wang SD (1999) Fingerprint feature extraction using Gabor filters. Electron Lett 35(4):288-290
57. Lee CJ, Wang SD, Wu KP (2001) Fingerprint recognition using principal Gabor basis function. In: Proceedings of international symposium intell multimedia video speech processing, Hong Kong, 393-396
58. Hong L, Jain A (1998) Integrating faces and fingerprints for personal identification. IEEE Trans Patterns Anal Mach Intell 20(12): 1295-1307
59. Chatzis V, Bors AG, Pitas I (1999) Multimodal decision-level fusion for person authentication. IEEE Trans Syst Man Cybern 29(6):674-680
60. Salah AA, Alpaydin E, Akarun LA (2002) Selective attention-based method for visual pattern recognition with application to handwritten digit recognition and face recognition. IEEE Trans Patterns Anal Mach Intell 24(3):420-425
61. Zhang D, Peng H, Zhou J, Pal SK (2002) A novel face recognition system using hybrid neural and dual eigenspaces methods. IEEE Trans Syst Man Cybern 32(6):787-793