A framework for long distance face recognition using dense - and sparse-stereo reconstruction

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

Volumn 5875 LNCS, Issue PART 1, 2009, Pages 774-783

  Rara, Ham ^a   Elhabian, Shireen ^a   Ali, Asem ^a   Gault, Travis ^a   Miller, Mike ^a   Starr, Thomas ^a   Farag, Aly ^a  

^a University of Louisville   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE APPEARANCE MODELS; HUMAN FACES; LONG DISTANCES; MARKOV RANDOM FIELDS; MAXIMUM A POSTERIORI; SPARSE CORRESPONDENCE; STEREO PAIR; STEREO RECONSTRUCTION;

COMPUTER SCIENCE; FEATURE EXTRACTION; HIDDEN MARKOV MODELS;

FACE RECOGNITION;

EID: 72449184617     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10331-5_72     Document Type: Conference Paper

References (25)

1. Zhao, W., Chellappa, R., Rosenfeld, A.: Face recognition: a literature survey. ACM Computing Surveys 35, 399-458 (2003)
2. Kittler, J., Hilton, A., Hamouz, M., Illingworth, J.: 3D assisted face recognition: A survey of 3D imaging, modelling and recognition approaches. In: Proc. of CVPR (2005)
3. Pan, G., Han, S., Wu, Z., Wang, Y.: 3D face recognition using mapped depth images. In: Proc. of CVPR- Workshop on Face Recognition Grand Challenge Experiments (2005)
4. Blanz, V., Vetter, T.: Face recognition based on fitting a 3D morphable model. IEEE Trans. on PAMI 25, 1063-1074 (2003)
5. Hu, Y., Jiang, D., Yan, S., Zhang, L., Zhang, H.: Automatic 3D reconstruction for face recognition. In: Proc. of Sixth IEEE International Conference on Face and Gesture Recognition, pp. 843-848 (2004)
6. Chowdhury, A.R., Chellappa, R., Krishnamurthy, S., Vo, T.: 3D face reconstruction from video using a generic model. In: Proc. of IEEE International Conference on Multimedia and Expo., pp. 449-452 (2002)
7. Bronstein, A.M., Bronstein, M.M., Kimmel, R.: Three-dimensional face recognition. Intl. Journal of Computer Vision (IJCV), 5-30 (2005)
8. Yao, et al.: Improving long range and high magnification face recognition: Database acquisition, evaluation, and enhancement. Computer Vision and Image Understanding, CVIU (2008)
9. Medioni, G., Jongmoo, C., Cheng-Hao, K., Choudhury, A., Li, Z., Fidaleo, D.: Noncooperative persons identification at a distance with 3D face modeling. In: Proc. of IEEE International Conference on Biometrics: Theory, Applications, and Systems, BTAS 2007 (2007)
10. Rara, H., Elhabian, S., Ali, A., Miller, M., Starr, T., Farag, A.: Face recognition at-a-distance based on sparse-stereo reconstruction. In: Proc. of CVPR- Biometrics Workshop (2009)
11. Szeliski, R., Zabih, R., Scharstein, D., Veksler, O., Kolmogorov, V., Agarwala, A., Tappen, M.F., Rother, C.: A comparative study of energy minimization methods for markov random fields. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3952, pp. 16-29. Springer, Heidelberg (2006)
12. Kolmogorov, V., Zabih, R.: Multi-camera scene reconstruction via graph cuts. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol. 2352, pp. 82-96. Springer, Heidelberg (2002)
13. Birchfield, S., Tomasi, C.: A pixel dissimilarity measure that is insensitive to image sampling. IEEE Trans. on PAMI 20, 401-406 (1998)
14. Boykov, Y., Kolmogorov, V.: An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. IEEE Trans. on PAMI 26, 1124-1137 (2004)
15. Knott, G.D.: Interpolating Cubic Splines. Springer, Heidelberg (2000)
16. D'Errico, J.: Surface Fitting using gridfit. In: Matlab Central File Exchange (2006), http://www.mathworks.com/matlabcentral/fileexchange/
17. Matthews, I., Baker, S.: Active Appearance Models Revisited. In: International Conference on Computer Vision, ICCV (2004)
18. Viola, P., Jones, M.J.: Robust real-time face detection. International Journal of Computer Vision (IJCV), 151-173 (2004)
19. Jones, M., Rehg, J.: Statistical color models with application to skin detection. International Journal of Computer Vision (IJCV), 81-96 (2002)
20. Castrillon-Santana, M., Deniz-Suarez, O., Anton-Canal?s, L., Lorenzo-Navarro, J.: Face And Facial Feature Detection Evaluation: Performance Evaluation of Public Domain Haar Detectors for Face and Facial Feature Detection. In: VISAPP (2008)
21. Elad, M., Tal, A., Ar, S.: Content based retrieval of vrml objects: an iterative and interactive approach. In: Proceedings of the sixth Eurographics workshop on Multimedia, pp. 107-118 (2001)
22. Belhumeur, P., Hespanha, J., Kriegman, D.: Eigenfaces vs. Fisherfaces: Recognition using Class Specific Linear Projection. IEEE Trans. PAMI (1998)
23. Cootes, T.F., Taylor, C.J.: Statistical Models of Appearance for Computer Vision. Technical Report, University of Manchester, UK (2004)
24. Chang, K., Bowyer, K., Flynn, P.: An Evaluation of Multimodal 2D+3D Face Biometrics. IEEE Trans. PAMI (2005)
25. Dorai, C., Jain, A.K.: COSMOS - A Representation Scheme for 3D Free-Form Objects. IEEE Trans. PAMI (1997)