Multimodal priority verification of face and speech using momentum back-propagation neural network

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

Volumn 3972 LNCS, Issue , 2006, Pages 140-149

  Park, Changhan ^a   Ki, Myungseok ^b   Namkung, Jaechan ^c   Paik, Joonki ^a  

^a Chung Ang University   (South Korea)

^b Electronics and Telecommunications Research Institute (ETRI)   (South Korea)

^c Kwangwoon University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; FACE RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; REAL TIME SYSTEMS; SPEECH RECOGNITION;

BIOMETRIC VERIFICATION; FALSE ACCEPTANCE RATE (FAR); FALSE REJECTION RATE (FRR); VERIFICATION METHOD;

NEURAL NETWORKS;

EID: 33745902498     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11760023_22     Document Type: Conference Paper

References (13)

1. Kong, S., Heo, J., Abidi, B., Paik, J., Abidi, M.: Recent Advances in Visual and Infrared Face Recognition - A review. Computer Vision, Image Understanding 97(1) (2005) 103-135
2. Kriegman, D., Yang, M., Ahuja, N.: Detecting Faces in Images: a Survey. IEEE Trans. Pattern Analysis, Machine Intelligence 24(1) (2002) 34-58
3. Liu, X., Chen, T., Kumar, V.: On Modeling Variations for Face Authentication. Proc. 2002 Int. Conf. Automatic Face, Gesture Recognition (2002) 369-374
4. Gu, Y., Thomas, T.: A Hybrid Score Measurement for HMM-based Speaker Verification. Proc. 1999 IEEE Int. Conf. Acoustics, Speech, Signal Processing 1 (1999) 317-320
5. Fu, R., Xu, T., Pan, Z.: Modeling of the Adsorption of Bovine Serum Albumin on Porous Polyethylene Membrane by Back-propagation Artificial Neural Network. Journal, Membrane Science 251 (2004) 137-144
6. Devillers, J.: Neural Network in QSAR and Drug Design. Academic Press, San Diego, CA (1996)
7. Rowley, H., Baluja, S., Kanade, T.: Neural Network-based Face Detection. IEEE Trans. Pattern Analysis, Machine Intelligence 20(1) (1998) 203-208
8. Samaria, F., Young, S.: HMM Based Architecture for Face Identification. Image, Vision Computing 12(8) (1994) 537-543
9. Belhumeur, P., Hespanha, J., Kriegman, D.: Eigenfaces vs Fisherfaces: Recognition Using Class Specification Linear Projection. IEEE Trans. Pattern Analysis, Machine Intelligence 19(7) (1997) 711-720
10. Kim, Y., Park, C., Paik, J.: A New 3D Active Camera System for Robust Face Recognition by Correcting Pose Variation. Proc. 2004 Int. Conf. Circuits, Systems (2004) 1482-1487
11. Zhang, J., Yan, Y., Lades, M.: Face Recognition: Eigenface, Elastic Matching, and Neural Nets. Proc. IEEE 85(9) (1997) 1423-1435
12. Sirivich, L., Kirby, M.: Low-dimensional Procedure for the Characterization of Human Faces. Journal, Optical Society of America A: Optics, Image Science, Vision 4(3) (1987) 519-524
13. Rabiner, L., Juang, B.: Fundamentals of Speech Recognition. Prentice-Hall (1993)