Using score normalization to solve the score variation problem in face authentication

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3781 LNCS, Issue , 2005, Pages 31-38

  Yang, Fei ^a,c   Shan, Shiguang ^a   Ma, Bingpeng ^a,c   Chen, Xilin ^a,b   Gao, Wen ^a,b,c  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

^c UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; CORRELATION METHODS; IMAGE ENHANCEMENT; NORMAL DISTRIBUTION; PROBLEM SOLVING;

FACE AUTHENTICATION; SCORE NORMALIZATION (SN); SUBJECT SPECIFIC THRESHOLD (SST);

FACE RECOGNITION;

EID: 33646722151     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11569947_5     Document Type: Conference Paper

References (12)

1. A.K. Jain, A. Ross and S. Prabhakar: An Introduction to Biometric Recognition, IEEE Trans. on Circuits and Systems for Video Technology, Special Issue on Image and Video Based Biometrics, Vol. 14, No. 1, pp. 4-20, Jan. 2004.
2. A.K. Jain, K. Nandakumar, A. A. Ross: Score Normalization in Multimodal Biometric Systems, to appear in Pattern Recognition, 2005.
3. J.F. Aguilar, J. O. Garcia, J. G. Rodriguez: Target Dependent Score Normalization Techniques and Their Application to Signature Verification, Proc. International Conference on Bioinformatics and its Applications (ICBA), LNCS 3072, pp. 498-504, Dec. 2004.
4. C. Barras, J. L. Gauvain: Feature and Score Normalization for Speaker Verification of Cellular Data, Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Vol. II, pp. 49-52, Hong Kong, Apr. 2003.
5. C. Sanderson, K. K. Paliwal: Likelihood Normalization for Face Authentication in Variable Recording Conditions, Proc. IEEE International Conference on Image Processing (ICIP), Vol. I, pp. 301-304, Rochester, Sep. 2002.
6. F. Perronnin, J. L. Dugelay: Robust Score Normalization for Relational Approaches to Face Authentication, 12th European Signal Processing Conference, Sep. 2004.
7. P.J. Phillips, P. Grother, R. J. Micheals, D. M. Blackburn, E. Tabassi, J. M. Bone: Face Recognition Vendor Test 2002 Evaluation Report, NISTIR 6965, Mar. 2003.
8. P.J. Phillips, H. Moon, P. J. Rauss, and S. Rizvi: The FERET Evaluation Methodology for Face Recognition Algorithms, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 22, No. 10, Oct. 2000.
9. Bo Cao, Shiguang Shan, Xiaohua Zhang, Wen Gao: Baseline Evaluations on the CAS-PEAL-R1 Face Database, SinoBiometrics 2004, pp. 370-378.
10. R. Brunelli, T. Poggio: Face Recognition: Features vs. Templates, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 15, No. 10, pp. 1042-1053, Oct. 1993.
11. M. Turk and A. Pentland: Eigenface for Recognition, Journal of Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86, 1991.
12. P.N. Belhumeur, J. P. Hespanha, D. J. Kriegman: Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 19, Issue 7, Jul. 1997.