Description and retrieval of 3D face models using iso-geodesic stripes

Proceedings of the ACM International Multimedia Conference and Exhibition

Volumn , Issue , 2006, Pages 13-22

  Berretti, Stefano ^a   Del Bimbo, Alberto ^a   Pala, Pietro ^a  

^a UNIVERSITY OF FLORENCE   (Italy)

Author keywords

3D face recognition; Expression invariance; Geodesic distance; Spatial relationships; Weighted walkthroughs

Indexed keywords

DATABASE SYSTEMS; GRAPH THEORY; IMAGE RETRIEVAL; MATHEMATICAL MODELS; ROBUST CONTROL; THREE DIMENSIONAL COMPUTER GRAPHICS;

COMPACT REPRESENTATION; ISO-GEODESIC STRIPES; THREE DIMENSIONAL FACES;

FACE RECOGNITION;

EID: 34547482406     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1178677.1178683     Document Type: Conference Paper

References (32)

1. G. Antini, S. Berretti, A. D. Bimbo, and P. Pala. 3d mesh partitioning for retrieval by parts applications. In In Proc. Int. Conf. on Multimedia and Expo, Amsterdam, The Netherlands, July 2005.
2. G. Antini et al. 3d face identification based on arrangement of salient wrinkles. In Proc. International Conference Multimedia & Expo, Toronto, Canada, July 2006.
3. S. Berretti, A. Del Bimbo, and E. Vicario. Weighted walkthroughs between extended entities for retrieval by spatial arrangement. IEEE Transactions on Multimedia, 5(1):52-70, March 2003.
4. V. Blanz and T. Vetter. Face recognition based on fitting a 3d morphable model. IEEE Trans. on Pattern Analysis and Machine Intelligence, 25(9):1063-1074, Sept. 2003.
5. K. Bowyer, K. Chang, and P. Flynn. A survey of approaches to three dimensional face recognition. In Proc. International Conference on Pattern Recognition, pages 358-361, Cambridge, UK, August 2004.
6. A. Bronstein, M. Bronstein, and R. Kimmel. Three dimensional face recognition. Int. Journal of Computer Vision, pages 5-30, 2005.
7. A. Bronstein, M. Bronstein, and R. Kimmel. Robust expression-invariant face recognition from partially missing data. In Proc. European Conference on Computer Vision, pages 396-408, Gratz, Austria, May 2006.
8. K. Chang, K. Bowyer, and P. Flynn. Adaptive rigid multi-region selection for handling expression variation in 3d face recognition. In Proc. IEEE Workshop on Face Recognition Grand Challenge Experiments, pages 157-164, June 2005.
9. K. Chang, K. Bowyer, and P. Flynn. Multiple nose region matching for 3d face recognition under varying facial expression. IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear 2006.
10. J. Cook, V. Chandran, S. Sridharan, and C. Fookes. Face recognition from 3d data using iterative closest point algorithm and gaussian mixture models. In Proc. Symp. on 3D Data Processing, Visualization and Transmission, pages 502-509, Sept. 2004.
11. G. Gordon. Face recognition based on depth and curvature features. In Proc. Computer Vision and Pattern Recognition, pages 108-110, June 1992.
12. M. Hilaga, Y. Shinagawa, T. Kohmura, and T. Kunii. Topology matching for fully automatic similarity estimation of 3d shapes. In Proc. of SIGGRAPH, pages 203-212, 2001.
13. K. B. K.I. Chang and P. Flynn. Face recognition using 2d and 3d facial data. In Proc. Multimodal User Authentication Workshop, pages 25-32, December 2003.
14. R. Kimmel and J. Sethian. Computing geodesic on manifolds. In Proc. US National Academy of Science, volume 95, pages 8431-8435, 1998.
15. E. Klassen, W. M. A. Srivastava, and S. Joshi. Analysis of planar shapes using geodesic paths on shape spaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(3):372-383, March 2004.
16. J. Lee and E. Milios. Matching range images of human faces. In Proc. Conference on Computer Vision, pages 722-726, Osaka, Japan, 1990.
17. X. Lu, A. Jain, and D. Colbry. Matching 2.5d face scans to 3d models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(1):31-43, January 2006.
18. G. Medioni and R. Waupotitsch. Face recognition and modeling in 3d. In Proc. Workshop on Analysis and Modeling of Faces and Gestures, pages 232-233, October 2003.
19. A. Mian, M. Bennamoun, and R. Owens. Region-based matching for robust 3d face recognition. In Proc. British Machine Vision Conference, pages -, Oxford, United Kingdom, September 2005.
20. J. Milnor. Morse Theory. Princeton University Press, Princeton, NJ, 1963.
21. A. Moreno, Á.Sánchez, J. Vêlez, and F. Díaz. Face recognition using 3d surface-extracted descriptor. In Proc. Irish Machine Vision and Image Processing, Coleraine, Ireland, September 2003.
22. A. Moreno and A. Sanchez. Gavabdb: A 3d face database. In Proc. 2nd COST275 Workshop on Biometrics on the Internet, pages 75-80, Vigo (Spain), March 2004.
23. U. Park, H. Chen, and A. Jain. 3d model-assisted face recognition in video. In Proc. Canadian Conference on Computer and Robot Vision, pages 322-329, May 2005.
24. P. Phillips, P. Flynn, T. Scruggs, K. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek. Overview of the face recognition grand challenge. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, June 2005.
25. C. Samir, A. Srivastava, and M. Daoudi. 3d face recognition using shapes of facial curves. In Proc. International Conference on Acoustics, Speech, and Signal Processing, Toulouse, France, May 2006.
26. C. Samir, A. Srivastava, and M. Daoudi. 3d face recognition using shapes of facial curves. IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear 2006.
27. F. Tsalakanidou, D. Tzovaras, and M. Strintzis. Use of depth and colour eigenfaces for face recognition. Pattern Recognition Letters, 24(9-10):1427-1435, June 2003.
28. Y. Wang, C. Chua, and Y. Ho. Facial feature detection and face recognition from 2d and 3d images. Pattern Recognition Letters, 23(10):1191-1202, August 2002.
29. Y. Wang, G. Pan, Z. Wu, and Y. Wang. Exploring facial expression effects in 3d face recognition using partial icp. In Proc. Asian Conference on Computer Vision, pages 581-590, Hyderabad, India, 2006.
30. W. Zhao, R. Chellappa, P. Phillips, and A. Rosenfeld. Face recognition: A literature survey. ACM Computing Survey, 35(4):399-458, December 2003.
31. S. Zlatanova. On 3d topological relationships. In Proc. of the 11th International Workshop on Database and Expert System Applications, pages 913-919, London, UK, September 2000.
32. S. Zlatanova, A. A. Rahman, and W. Shi. Topology for 3d spatial objects. In Int. Symp. and Exhibition on Geoinformation, Kuala Lumpur, Malaysia, October 2002.