Wide baseline image registration with application to 3-D face modeling

IEEE Transactions on Multimedia

Volumn 6, Issue 3, 2004, Pages 423-434

  Roy Chowdhury, Amit K ^a,b   Chellappa, Rama ^c   Keaton, Trish ^d  

^a UNIVERSITY OF MARYLAND   (United States)

^b University of California Riverside   (United States)

^c UNIVERSITY OF MARYLAND   (United States)

^d Hughes Aircraft Co   (United States)

Author keywords

Biometrics; Face modeling; Feature correspondence; Image registration

Indexed keywords

ALGORITHMS; HUMAN ENGINEERING; MATHEMATICAL MODELS; MEDICAL IMAGING; OPTIMIZATION; POLYNOMIALS; ROBUSTNESS (CONTROL SYSTEMS); VIDEO SIGNAL PROCESSING;

BIOMETRICS; FACE MODELING; FEATURE CORRESPONDENCE; IMAGE REGISTRATION;

IMAGE PROCESSING;

EID: 2642535225     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2004.827511     Document Type: Article

References (26)

1. P. Besl and N. McKay, "A method for registration of 3D shapes," IEEE Trans. Pattern Anal. Machine Intell., vol. 14, pp. 239-256, Feb. 1992.
2. A. W. Fitzgibbon. Robust registration of 2D and 3D point sets. presented at British Machine Vision Conf.. [Online]. Available: http://www.robots.ox.ac. uk/vgg
3. B. Vemuri and J. Aggarwal, "3D model construction from multiple views using range and intensity data," in Proc. Computer Vision and Pattern Recognition Conf., 1986, pp. 435-437.
4. G. Blais and M. Levine, "Registering multiview range data to create 3D computer objects," IEEE Trans. Pattern Anal. Machine Intell., vol. 17, pp. 820-824, Aug. 1995.
5. P. Beardsley, P. Torr, and A. Zisserman, "3D model acquisition from extended image sequences," in Proc. Eur. Conf. Computer Vision, 1996, pp. 683-695.
6. R. Koch, M. Pollsfeys, and L. Van Gool, "Multi viewpoint stereo from uncalibrated sequences," in Proc. Eur. Conf. Computer Vision, 1998, pp. 55-71.
7. J. VandenWyngaerd, L. VanGool, R. Koch, and M. Proesmans, "Invariant-based registration of surface patches," in Proc. Int. Conf. Computer Vision, 1999, pp. 301-306.
8. C. Schmid, R. Mohr, and C. Bauckhage, "Comparing and evaluating interest points," in Proc. Int. Conf. Computer Vision, 1998, pp. 230-235.
9. C. Tomasi and J. Shi, "Good features to track," IEEE Comput. Vis. Pattern Recognit., pp. 593-600, 1994.
10. T. Cham and R. Cipolla, "A statistical framework for long-range feature matching in uncalibrated image mosaicing," IEEE Comput. Vis. Pattern Recognit., pp. 442-447, 1998.
11. F. Badra, A. Qumsieh, and G. Dudek, "Robust mosaicing using Zernike moments," PRAI, vol. 13, no. 5, p. 685, Aug. 1999.
12. N. Ritter, R. Owens, J. Cooper, R. Eikelboom, and P. Van Saarloos, "Registration of stereo and temporal images of the retina," IEEE Trans. Med. Imag., vol. 18, pp. 404-418, May 1999.
13. P. Viola and W. Wells, III, "Alignment by maximization of mutual information," Int. J. Comput. Vis., vol. 24, no. 2, pp. 137-154, September 1997.
14. M. Burl, M. Weber, and P. Perona, "A probabilistic approach to object recognition using local photometry and global geometry," in Eur. Conf. Computer Vision, 1998.
15. A. W. Fitzgibbon. Stochastic rigidity: Image registration for nowherestatic scenes, presented at Int. Conf. Computer Vision. [Online]. Available: http://www.robots.ox.ac.uk/vgg
16. R. Sinkhorn, "A relationship between arbitrary positive matrices and doubly stochastic matrices," Ann. Math. Statist., vol. 35, pp. 876-879, 1964.
17. K. Fu, Syntactic Pattern Recognition and Applications. Englewood Cliffs, NJ: Prentice-Hall, 1982.
18. A. Papoulis, Probability, Random Variables and Stochastic Processes. New York: McGraw-Hill, 1991.
19. M. Srinath, P. Rajasekaran, and R. Viswanathan, Introduction to Statistical Signal Processing With Applications. Englewood Cliffs, NJ: Prentice-Hall, 1996.
20. D. Graham and N. Allinson, "Characterizing virtual eigensignatures for general purpose face recognition," Face Recognition: From Theory to Applications, ser. NATO ASI Series F, Computer and Systems Sciences, vol. 163, pp. 446-456, 1998.
21. R. Duda and P. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.
22. T. Cover and J. Thomas, Elements of Information Theory. New York: Wiley, 1991.
23. Z. Zhang and O. Faugeras, 3D Dynamic Scene Analysis. Berlin, Germany: Springer-Verlag, 1992.
24. R. I. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision. Cambridge, U.K.: Cambridge Univ. Press, 2000.
25. R. C. A, "Statistical Analysis of 3D Modeling From Monocular Video Streams," Ph.D. dissertation, Univ. Maryland, College Park, 2002.
26. A. R. Chowdhury, S. Krishnamurthy, T. Vo, and R. Chellappa, "3D face reconstruction from video using a generic model," in Int. Conf. Multimedia and Expo., Lausanne, Switzerland, 2002.