A unified framework for alignment and correspondence

Computer Vision and Image Understanding

Volumn 92, Issue 1, 2003, Pages 26-55

  Luo, Bin ^a,b   Hancock, E R ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

^b ANHUI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; GRAPH THEORY; IMAGE ANALYSIS; MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS; STATISTICAL METHODS;

POINT-DISTRIBUTION MODEL;

COMPUTER VISION;

EID: 0242271359     PISSN: 10773142     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1077-3142(03)00097-3     Document Type: Article

References (28)

1. H. Chui, A. Rangarajan, F.L. Bookstein, The softassign procrustes matching algorithm, in: Inf. Process. Med. Imaging, 1997, pp. 29-42.
2. Y. Amit, A. Kong, Graphical templates for model registration, IEEE Trans. Pattern Anal. Mach. Intell. 18 (1996) 225-236.
3. C. Bishop, Neural Networks for Pattern Recognition, Clarendon Press, Oxford, 1995.
4. L.D. Cohen, I. Cohen, Finit element methods for active contour models and balloons for 2D and 3D images, IEEE Trans. Pattern Anal. Mach. Intell. 15 (11) (1993) 1131-1147.
5. T.F. Cootes, C.J. Taylor, D.H. Cooper, J. Graham, Active shape models-Their training and application, Comput. Vision Image Understanding 61 (1995) 38-59.
6. A.D.J. Cross, E.R. Hancock, Graph matching with a dual-step EM algorithm, IEEE Trans. Pattern Anal. Mach. Intell. 20 (11) (1998) 1236-1253.
7. P. David, D. de Menthon, R. Duraiswami, H. Samet, Softposit: simultaneous pose and correspondence determination, in: ECCV02, 2002, page III, 698ff.
8. O.D. Faugeras, E. Le Bras-Mehlman, J.-D. Boissonnat, Representing stereo data with the delaunay triangulation, Artif. Intell. 44 (1990) 41-87.
9. S. Gold, A. Rangarajan, A graduated assignment algorithm for graph matching, IEEE Trans. Pattern Anal. Mach. Intell. 18 (4) (1996) 377-388.
10. M.I. Jordan, R.A. Jacobs, Hierarchical mixture of experts and the EM algorithm, Neural Comput. 6 (1994) 181-214.
11. F. Jurie, Solution of the simultaneous pose and correspondence problem using gaussian error model, CVIU 73 (3) (1999) 357-373.
12. M. Kass, A. Witkin, D. Terzopoulos, Snakes: active contour models, Internat. J. Comput. Vision 1 (4) (1988) 321-331.
13. D.G. Kendall, Shape manifolds: Procrustean metrics and complex projective spaces, Bull. Lond. Math. Soc. 16 (1984) 81-121.
14. M. Lades, J.C. Vorbruggen, J. Buhmann, J. Lange, C. von der Maalsburg, R.P. Wurtz, W. Konen, Distortion-invariant object-recognition in a dynamic link architecture, IEEE Trans. Comput. 42 (1993) 300-311.
15. B. Luo, A.D.J. Cross, E.R. Hancock, Corner detection via topographic analysis of vector potential, Pattern Recognition Lett. 20 (1999) 635-650.
16. B. Luo, E.R. Hancock, Structural graph matching using the em algorithm and singular value decomposition, IEEE PAMI 23 (10) (2001) 1120-1136.
17. B. Luo, E.R. Hancock, Iterative procrustes alignment with the em algorithm, Image Vision Computing 20 (2002) 377-396.
18. A.P. Pentland, S. Sclaroff, Closed-form solutions for physically based shape modeling and recognition, IEEE Trans. Pattern Anal. Mach. Intell. 13 (7) (1991) 715-729.
19. S. Belongie, J. Malik, J. Puzicha, Shape matching and object recognition using shape context, IEEE PAMI 24 (2002) 509-522.
20. G.L. Scott, H.C. Longuet-Higgins, An algorithm for associating the features of 2 images, Proc. R. Soc. Lond. B 244 (1309) (1991) 21-26.
21. L.S. Shapiro, J.M. Brady, Feature-based correspondence-an eigenvector approach, Image Vision Computing 10 (1992) 283-288.
22. L.S. Shapiro, J.M. Brady, Rejecting outliers and estimating errors in an orthogonal-regression framework, Philos. Trans. R. Soc. A 350 (1995) 403-39.
23. S. Ullman, The Interpretation of Visual Motion, MIT Press, Cambridge, MA, 1979.
24. S. Umeyama, An eigendecomposion approach to weighted graph matching problems, IEEE Trans. Pattern Anal. Mach. Intell. 10 (5) (1988) 695-703.
25. S. Umeyama, Least squares estimation of transformation parameters between two point sets, IEEE Trans. Pattern Anal. Mach. Intell. 13 (4) (1991) 376-380.
26. S. Umeyama, Parameterised point pattern matching and its application to recognition of object families, IEEE Trans. Pattern Anal. Mach. Intell. 15 (1993) 136-144.
27. M. Werman, D. Weinshall, Similarity and affine invariant distances between 2D point sets, IEEE Trans. Pattern Anal. Mach. Intell. 17 (8) (1995) 810-814.
28. R.C. Wilson, E.R. Hancock, Structural matching by discrete relaxation, IEEE Trans. Pattern Anal. Mach. Intell. 19 (6) (1997) 634-648.