Facial metrical and caricature-pattern-based learning in neural network system for face recognition

Proceedings of the 2009 8th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2009

Volumn , Issue , 2009, Pages 660-665

  Smitaveja, Jakarin ^a   Sookhanaphibarn, Kingkarn ^b   Lursinsap, Chidchanok ^b  

^a DHURAKIJ PUNDIT UNIVERSITY   (Thailand)

^b CHULALONGKORN UNIVERSITY   (Thailand)

Author keywords

Caricature visualization; Face recognition; Facial identification; Neural networks; Noise immunity

Indexed keywords

CARICATURE VISUALIZATION; EIGENFACES; FACE RECOGNITION TECHNOLOGIES; FACIAL CARICATURE; FACIAL IDENTIFICATION; FISHER-FACES; NEURAL NETWORK SYSTEMS; NOISE IMMUNITY; TRAINED NEURAL NETWORKS; TRAINING SETS;

FEATURE EXTRACTION; INFORMATION SCIENCE; NEURAL NETWORKS; PATTERN RECOGNITION SYSTEMS; PHOTOGRAPHY; VISUALIZATION;

FACE RECOGNITION;

EID: 70350706158     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIS.2009.147     Document Type: Conference Paper

References (20)

1. Akselrod-Ballin, A., Ullman, S., "Distinctive and Compact Features", Image and Vision Computing, Vol.26, 2008, pp. 1269-1276
2. Phimoltares, S., Lursinsap, C., Chamnongthai, K., "Face Detection and Facial Feature Localization without Considering the Appearance of Image Context", Image and Vision Computing, Vol.25, 2007, pp. 741-753
3. Dror, I., Stevenage, S., Ashworth, A., "Helping the Cognitive System Learn: Exaggerating Distinctiveness and Uniqueness", Applied Cognitive Psychology, Vol.22, 2008, pp. 573-584
4. Frowd, C., "An Application of Caricature: How to Improve the Recognition of Facial Composites", Visual Cognition, Vol.15, No.8, 2007, pp. 954-984
5. Rautek, P., Viola, I., Groller, M. E., "Caricaturistic Visualization", IEEE Trans Visualization and Computer Graphics, Vol.12, No.5, 2006, pp. 1085-1092
6. Rabin, Y. (image), http://www.israelemb.org/articles/2005/November/ Yitzhak Rabin.jpg
7. Newman, P. (image), http://blog.cleveland.com/realtimenews/2008/09/large paulnewman092708.jpg
8. Alan, R., http://www.betterworldheroes.com/colorme.htm
9. Prichett, J., http://www.pritchettcartoons.com/
10. He, X., Yan, S., Hu, Y., Niyogi, P., Zhang, H. J., "Face Recognition Using Laplacianfaces", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol.27, No.3, 2005, pp. 328-340
11. Hjelmas, G., Low, B. K., "Face Detection: A Survey", Computer Vision and Image Understanding, Vol.83, 2001, pp. 236-274
12. Zhao, H., Yuen, P.C., Kwok, J.T., "A Novel Incremental Principal Component Analysis and Its Application for Face Recognition", IEEE Trans. Systems, Man, and CyberneticsPart B: Cybernetics, Vol.36, No.4. 2006, pp. 873-886
13. Gunturk, B. K., Batur, A. U., Altunbasak, Y., Hayes, M. H., Mersereau, R. M., "Eigenface-Domain Super-Resolution for Face Recognition", IEEE Trans. Image Processing, Vol.12, No.5, 2003, pp. 597-606
14. Roelofse, M. M., Steyn, M., Becker, P. J., "Photo Identification: Facial Metrical and Morphological Features in South African Males", Forensic Science International, Vol.177, 2008, pp. 168-175
15. Kussul, E., Baidyk, T., Kussul, M., "Neural Network System For Face Recognition", Proceedings of the 2004 International Symposium on Circuits and Systems, 2004. (ISCAS 2004), Vol. 5, 2004, pp. 768-771
16. Xu, X., Ahmadi, M., "A Human Face Recognition System Using Neural Classifiers", Proceedings of the Computer Graphics, Imaging and Visualisation, 2007. (CGIV 2007), 2007, pp. 354-357
17. Uglov, J., Jakaite, L., Maple, C., "Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition", EURASIP, Journal on Advances in Signal Processing, Vol.2008, 2008
18. Meng J. E., Shiqian W.,Juwei L. Hock L. T., "Face Recognition with Radial Basis Function (RBF) Neural Neteork", IEEE Transactions on Neural Networks, Vol.13, No.3, 2002, pp. 697-710
19. Yeltsin, B. (image),http://media-2.web.britannica.com/eb-media/98/8698- 004-7DE29C5A.jpg
20. Villaraigosa, A. (image), http://upload.wikimedia.org/wikipedia/commons/ thumb/b/b5/Antonio Villaraigosaportrait.jpg/590px-Antonio Villaraigosa portrait.jpg