3D face mesh modeling from range images for 3D face recognition

Proceedings - International Conference on Image Processing, ICIP

Volumn 4, Issue , 2007, Pages

  Ansari, A Nasser ^a   Abdel Mottaleb, Mohamed ^a   Mahoor, Mohammad H ^a  

^a University of Miami College of Engineering   (United States)

Author keywords

3D face modeling; Face recognition

Indexed keywords

IMAGE PROCESSING; MESH GENERATION; THREE DIMENSIONAL COMPUTER GRAPHICS;

3-D FACE MODELING; 3D FACE RECOGNITION; FACIAL FEATURE POINTS; GENERIC FACE MODEL; HIGHER RESOLUTION; LEAST-SQUARES PLANE; SURFACE CHARACTERISTICS; SURFACE PLANES;

FACE RECOGNITION;

EID: 48149107541     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2007.4380066     Document Type: Conference Paper

References (19)

1. P. Besl and N. McKay, "A method for registration of 3-D shapes," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, pp.239-256, 1992.
2. X. Lu, A. Jain, D. Colbry, "Matching 2.5D face scans to 3D models," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no.1, pp. 31-43, 2006.
3. D. Huttenlocher, G. Klanderman, and W. Rucklidge, "Comparing images using the Hausdorff distance," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 9, pp. 850-863, 1993.
4. T. Russ, K. Koch, and C. Little, "A 2D range Hausdorff approach for 3D face recognition," IEEE Workshop on Face Recognition Grand Challenge Experiments, 2005.
5. Coxeter, H. S. M, Introduction to geometry, 2nd ed. New York: Wiley, pp. 216-221, 1969.
6. A. Moreno, Ángel Sánchez, J. Vêlez, F. Díaz, "Face recognition using 3D surface-extracted descriptors," The Irish Machine Vision and Image Processing Conference (IMVIP 2003), September 2003.
7. 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," Proc. IEEE CVPR , San Diego, pp. 947-954, June 2005.
8. A. Moreno and A. Sanchez, "GavabDB: A 3D face database," Proc. 2nd COST Workshop on Biometrics on the Internet: Fundamentals, Advances and Applications, Vigo, Spain, March, 2004.
9. K. Bowyer, K. Chang, and P. Flynn, "A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition," Computer Vision and Image Understanding, vol. 101.no.1.pp.1-15, 2006.
10. A. Johnson, M. Hebert, "Using spin images for efficient object recognition in cluttered 3D scenes," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 21, no.5, pp.433-449, 1999.
11. C. Chua, F. Han, Y. Ho, "3D human face recognition using point signature," Proc IEEE International Conference on Automatic Face and Gesture Recognition, p.233-238, 2000.
12. Z. Wu, Y. Wang, G. Pan. "3D face recognition using local shape map," Proc. IEEE International Conference on Image Processing, vol. 3, pp. 2003- 2006, Oct. 2004.
13. C. Hesher, A. Srivastava, G. Erlebacher, "A novel technique for face recognition using range images," The Seventh International Symposium on Signal Processing and Its Application, 2003.
14. V. Blanz and T. Vetter, "A morphable model for the synthesis of 3D faces," Proc. Of Int. Conference on Computer Graphics, pp. 187-194, 1999.
15. ] R. L. Hsu, A. K. Jain, "Face modeling for recognition," Proc. of IEEE ICIP, Greece, Oct., 2001.
16. A. Ansari, M. Abdel-Mottaleb, and M. Mahoor, "Disparity-based 3D face modeling using 3D deformable facial mask for 3D face recognition," Proc. of IEEE ICME, Toronto, Ontario, Canada, July 2006.
17. Chenghua Xu, Yunhong Wang, and Ticniu Tan, "Three-dimensional face recognition using geometric model," Proc. of the SPIE, vol. 5404, pp. 304-315, August 2004.
18. C. Dorai, A. Jain, "COSMOS- A representation scheme for 3D free-form objects," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 10, pp. 1115-1130, October, 1997.
19. M. H. Mahoor and M. Abdel-Mottaleb, "3D face recognition based on 3D ridge lines in range data," Proc. of IEEE ICIP, San Antonio, Texas, September 16-19, 2007.