Uniformly spaced 3D modeling of human face from two images using parallel particle swarm optimization

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8185, Issue , 2011, Pages

  Chang, Yau Zen ^a   Hou, Jung Fu ^a   Tsao, Yi Hsiang ^a   Lee, Shih Tseng ^b  

^a CHANG GUNG UNIVERSITY   (Taiwan)

^b CHANG GUNG MEMORIAL HOSPITAL   (Taiwan)

Author keywords

Computer Vision; Correspondence; Parallel Computation; Particle Swarm Optimization; Stereopsis

Indexed keywords

3-D MODELING; 3D COORDINATES; 3D RECONSTRUCTION; CORRESPONDENCE; HUMAN FACES; PARALLEL COMPUTATION; PARALLEL PARTICLE SWARM OPTIMIZATION; PARALLEL VERSION; PARTICLE SWARM; PARTICLE SWARM OPTIMIZATION ALGORITHM; SCALE INVARIANT FEATURE TRANSFORMS; SINGLE SHOTS; STEREOPSIS; STRUCTURED LIGHT;

COMPUTER VISION; IMAGING SYSTEMS; NEUROSURGERY; PARTICLE SWARM OPTIMIZATION (PSO);

THREE DIMENSIONAL;

EID: 80054954582     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.892066     Document Type: Conference Paper

References (20)

1. Lee ,Y., Terzopoulos D. and Waters ,K., "Realistic modeling for facial animation, " Computer Graphics, 29(4), 55-62 (1995)
2. Blanz, V., Vetter, T., "Face recognition based on fitting a 3D morphable model," IEEE Transactions on Pattern Analysis and Machine Intelligence 25, 1603-1047 (2003).
3. Blanz, V., "Face recognition based on a 3D morphable model," 7th IEEE Conference on FGR, 617-624 (2006).
4. Akca, D., Gruen, A., Breuckmann, B. and Lahanier, C., "High definition 3D-scanning of arts objects and paintings,"Optical 3-D Measurement Techniques VIII, 2, 50-58, (2007).
5. Oishi, T., Nakazawa, A., Kurazume, R. and Ikeuchi, K., "Fast simultaneous alignment of multiple range images using index images," in Proc. The 5th International Conference on 3-D Digital Imaging and Modeling (3DIM 2005), 476-483, (2005).
6. Barazzetti, L., Remondino, F. and Scaioni, M., "Combined use of photogrammetric and computer vision techniques for fully automated and accurate 3D modeling of terrestrial objects," Proc. SPIE Videometrics, Range Imaging, and Applications X 7447 (2009).
7. Uchida, N., Shibahara, T., Aoki, T., Nakajima, H. and Kobayashi, K., "3D face recognition using passive stereo vision," Proc. IEEE Int. Conf. Image Processing, (2005).
8. Zhang, R., Tsai, P.S., Cryer, J.E. and Shah, M., "Shape from shading: a survey," IEEE Trans. on Pattern Analysis and Machine Intelligence 21(8), 690-706 (1999).
9. Wong, K.-Y. K. and R. Cipolla, "Structure and motion from silhouettes," In International Conference on Computer Vision (ICCV) 2, 217-222 (2001).
10. Favaro, P., Soatto, S., Burger, M. and Osher, S. J., "Shape from defocus via diffusion," IEEE Transactions on Pattern Analysis and Machine Intelligence 30(3), 518-531, (2008).
11. Ansari, A.N., Abdel-Mottaleb, M., "3D face modeling using two orthogonal views and a generic face model,"Proceedings of the 2003 International Conference on Multimedia and Expo 3, 289-292, (2003).
12. Jiang, Z.T., Zheng, B. N., Wu, M. and Wu, W. H., "A fully automatic 3D reconstruction method based on images,"Computer Science and Information Engineering, 2009 WRI World Congress on 5, 327-331, (2009).
13. Ng, P. C., and Henikoff, S., "SIFT: Predicting amino acid changes that affect protein function,"Nucl Acids Res 2003 31(13), 3812-3814 (2003).
14. D'Apuzzo, N., "Surface measurement and tracking of human body parts from multi-image video sequences," ISPRS Journal of Photogrammetry and Remote Sensing 56(5-6), 360-375 (2002).
15. Nagashima, S., Aoki, T., Higuchi, T. and Kobayashi, K., "A subpixel image matching technique using phase-only correlation," International Symposium of Intelligent Signal Processing and Communications (ISPACS '06), 701-704 (2006).
16. Gruen, A. W., "Adaptive Least Squares Correlation: A powerful image matching technique," South African J. Photogrammetry, Remote Sensing and Cartography 14, 175-187 (1985).
17. Azad, P., Gockel, T., Dillmann, R., "3D shape acquisition using a combined SSD and least squares correlation approach," In International Conference on Coding and Computing (ITCC). 367-371, (2004).
18. Eberhart, R. and Kennedy, J., "New optimizer using particle swarm theory," Proceedings of the 6th International Symposium on Micro Machine and Human Science, 39-43, (1995).
19. Yang, D. P., Zhang, K., Fan L. B., Zhao M., "A Parallel Chaos Particle Swarm Optimization," International Conference on Environmental Science and Information Application Technology, ESIAT 3, 645-648 (2009).
20. Wu, Y., "Parallel hybrid evolutionary algorithm based on chaos-GA-PSO for SPICE model parameter extraction,"IEEE International Conference on Intelligent Computing and Intelligent Systems 1, 688-692, (2009).