Learning to fuse 3D+2D based face recognition at both feature and decision levels

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

Volumn 3723 LNCS, Issue , 2005, Pages 44-54

  Li, Stan Z ^a   Zhao, Chunshui ^a   Ao, Meng ^a   Lei, Zhen ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; DECISION MAKING; FEATURE EXTRACTION; IMAGE ANALYSIS; LEARNING SYSTEMS; STATISTICAL METHODS;

CLASSIFIER LEARNING; LOCAL BINARY PATTERN (LBP); MULTI-MODAL FACE BIOMETRICS;

FACE RECOGNITION;

EID: 33646396440     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11564386_5     Document Type: Conference Paper

References (21)

1. Turk, M.A., Pentland, A.P.: "Eigenfaces for recognition". Journal of Cognitive Neuroscience 3 (1991) 71-86
2. Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection. IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (1997) 711-720
3. Bartlett, M.S., Lades, H.M., Sejnowski, T.J.: "Independent component representations for face recognition". Proceedings of the SPIE, Conference on Human Vision and Electronic Imaging III 3299 (1998) 528-539
4. Lades, M., Vorbruggen, J., Buhmann, J., Lange, J., von der Malsburg, C., Wurtz, R.P., Konen, W.: Distortion invariant object recognition in the dynamic link architecture. IEEE Transactions on Computers 42 (1993) 300-311
5. Wiskott, L., Fellous, J., Kruger, N., v. d. Malsburg, C.: "Face recognition by elastic bunch graph matching". IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (1997) 775-779
6. Ojala, T., Pietikainen, M., Harwood, D.: "A comparative study of texture measures with classification based on feature distributions". Pattern Recognition 29 (1996) 51-59
7. Ahonen, T., Hadid, A., M.Pietikainen: "Face recognition with local binary patterns". In: Proceedings of the European Conference on Computer Vision, Prague, Czech (2004) 469-481
8. Hadid, A., Pietikinen, M., Ahonen, T.: "A discriminative feature space for detecting and recognizing faces". In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Volume 2. (2004) 797-804
9. Jones, M., Viola, P.: "Face recognition using boosted local features". Tech Report TR2003-025, MERL (2003)
10. Zhang, G., Huang, X., Li, S.Z., Wang, Y.: "Boosting local binary pattern (LBP)-based face recognition". In Li, S.Z., Lai, J., Tan, T., Feng, G., Wang, Y., eds.: Advances in Biometric Personal Authentication. Volume LNCS-3338. Springer (2004) 180-187
11. Kanade, T.: Picture Processing by Computer Complex and Recognition of Human Faces. PhD thesis, Kyoto University (1973)
12. Cartoux, J.Y., LaPreste, J.T., Richetin, M.: "Face authentication or recognition by profile extraction from range images". In: Proceedings of the Workshop on Interpretation of 3D Scenes. (1989)
13. Besl, P.J., Jain, R.C.: "Intrinsic and extrinsic surface characteristics". In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Francisco, California (1985) 226-233
14. Bowyer, K.W., Chang, Flynn, P.J.: "A survey of 3D and multi-modal 3d+2d face recognition". In: Proceedings of International Conference Pattern Recognition. (2004) 358-361
15. Lu, X., Jain, A.K.: "Integrating range and texture information for 3d face recognition". In: Proc. 7th IEEE Workshop on Applications of Computer Vision (WACV'05), Breckenridge, CO (2005)
16. Tsalakanidou, F., Malassiotis, S., Strintzis, M.G.: "Face localization and authentication using color and depth images". 14(2005) 152-168
17. Chang, K.I., Bowyer, K.W., Flynn, P.J.: "An evaluation of multi-modal 2D+3D face biometrics". IEEE Transactions on Pattern Analysis and Machine Intelligence (2005) to appear
18. Freund, Y., Schapire, R.: "A decision-theoretic generalization of on-line learning and an application to boosting". Journal of Computer and System Sciences 55 (1997) 119-139
19. Schapire, R.: A brief introduction to boosting. In: Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence. (1999)
20. Viola, P., Jones, M.: "Robust real time object detection". In: IEEE ICCV Workshop on Statistical and Computational Theories of Vision, Vancouver, Canada (2001)
21. Moghaddam, B., Nastar, C., Pentland, A.: "A Bayesain similarity measure for direct image matching". Media Lab Tech Report No.393, MIT (1996)