Adaptive and constrained algorithms for inverse compositional active appearance model fitting

26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR

Volumn , Issue , 2008, Pages

  Papandreou, George ^a   Maragos, Petros ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER VISION; DEFORMATION; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE PROCESSING; PATTERN RECOGNITION; REAL TIME SYSTEMS;

ACTIVE APPEARANCE MODEL; ACTIVE APPEARANCE MODELS; ANALYSIS PROBLEMS; CONSTRAINED ALGORITHMS; DATA-SETS; EFFICIENT IMPLEMENTATION; FITTING ALGORITHMS; HIGH-EFFICIENCY; HUMAN FACES; IMAGE ALIGNMENT; IMAGE SYNTHESIS; MATCHING ALGORITHMS; OBJECT APPEARANCE; PARAMETRIC MODELING; PRIOR INFORMATION;

ADAPTIVE ALGORITHMS;

EID: 51949086284     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2008.4587540     Document Type: Conference Paper

References (26)

1. S. Baker, R. Gross, and I. Matthews. Lucas-Kanade 20 years on: A unifying framework - Part 4. Technical Report CMU-RI-TR-04-14, Robotics Institute, CMU, 2004.
2. S. Baker and I. Matthews. Equivalence and efficiency of image alignment algorithms. In Proc. CVPR, volume 1, pages 1090-1097, 2001.
3. A. Batur and M. Hayes. Adaptive active appearance models. IEEE Tr. on Image Proc., 14(11):1707-1721, 2005.
4. J. R. Bergen, P. Anandan, K. J. Hanna, and R. Hingorani. Hierarchical model-based motion estimation. In Proc. Europ. Conf. on Comp. Vision, pages 237-252, 1992.
5. M. J. Black and A. D. Jepson. Eigentracking: Robust matching and tracking of articulated objects using a view-based representation. Int. J. of Comp. Vision, 26(1):63-84, 1998.
6. V. T. Blanz and T. Vetter. Face recognition based on fitting a 3D morphable model. IEEE Tr. on PAMI, 25(9):1063-1074, 2003.
7. F. L. Bookstein. Principal warps: Thin-plate splines and the decomposition of deformations. IEEE Tr. on PAMI, 11(6):567-585, 1989.
8. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. IEEE Tr. on PAMI, 23(6):681-685, 2001.
9. T. F. Cootes and C. J. Taylor. Constrained active appearance models. In Proc. ICCV, volume 1, pages 748-754, 2001.
10. T. F. Cootes and C. J. Taylor. An algorithm for tuning an active appearance model to new data. In Proc. BMVC, 2006.
11. D. DeCarlo and D. Metaxas. Optical flow constraints on deformable models with applications to face tracking. Int. J. of Comp. Vision, 38(2):99-127, 2000.
12. F. Dellaert and R. Collins. Fast image-based tracking by selective pixel integration. In Proc. of ICCV Workshop on Frame-Rate Vision, 1999.
13. R. Donner, M. Reiter, G. Langs, P. Peloschek, and H. Bischof. Fast active appearance model search using canonical correlation analysis. IEEE Tr. on PAMI, 28(10):1690-1694, 2006.
14. M. Gleicher. Projective registration with difference decomposition. In Proc. CVPR, pages 331-337, 1997.
15. R. Gross, I. Matthews, and S. Baker. Generic vs. person specific active appearance models. Image and Vision Comp., 23:1080-1093, 2005.
16. G. Hager and P. Belhumeur. Efficient region tracking with parametric models of geometry and illumination. IEEE Tr. on PAMI, 20(10):1025-1039, 1998.
17. N. J. Higham. Accuracy and Stability of Numerical Algorithms. SIAM, 2 edition, 2002.
18. M. J. Jones and T. Poggio. Multidimensional morphable models: A framework for representing and matching object classes. Int. J. of Comp. Vision, 22(2):107-131, 1998.
19. I. Matthews and S. Baker. Active appearance models revisited. Int. J. of Comp. Vision, 60(2):135-164, 2004.
20. I. Matthews, T. Ishikawa, and S. Baker. The template update problem. IEEE Tr. on PAMI, 26(6):810-815, 2004.
21. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre. Xm2vtsdb: The extended m2vts database. In AVBPA, 1999.
22. S. Romdhani and T. Vetter. Efficient, robust and accurate fitting of a 3D morphable model. In Proc. ICCV, pages 59-66, 2003.
23. J. Saragih and R. Goecke. A nonlinear discriminative approach to AAM fitting. In Proc. ICCV, 2007.
24. H.-Y. Schum and R. Szeliski. Construction of panoramic image mosaics with global and local alignment. Int. J. of Comp. Vision, 16(1):63-84, 2000.
25. S. Sclaroff and J. Isidoro. Active blobs: region-based, deformable appearance models. Comput. Vis. Image Underst., 89:197-225, 2003.
26. R. Szeliski. Image alignment and stitching: A tutorial. Found. and Trends in Comp. Graphics and Vision, 2(1):1-104, 2006.