Multi-band modelling of appearance

Image and Vision Computing

Volumn 21, Issue 1, 2003, Pages 61-67

  Stegmann, M B ^a   Larsen, R ^a  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

Author keywords

Active appearance model; Face recognition; Generative model; Lighting invariance; Segmentation

Indexed keywords

FACE RECOGNITION; FEATURE EXTRACTION; IMAGE ANALYSIS; MATHEMATICAL MODELS; PROBLEM SOLVING;

GREY-SCALE IMAGES;

IMAGE SEGMENTATION;

EID: 0037428163     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0262-8856(02)00126-9     Document Type: Article

References (25)

1. S. Sclaroff, J. Isidoro, Active blobs, Proceedings of the International Conference on Computer Vision, 1998, pp. 1146-1153.
2. Isidoro J., Sclaroff S. Active vooodoo dolls: A vision based input device for nonrigid control, Proceedings of Computer Animation'98. 1998;IEEE Computational Society. pp. 137-143.
3. T. Vetter, Learning novel views to a single face image, Proceedings of the Second International Conference on Automatic Face and Gesture Recognition, 1996, pp. 22-27.
4. Jones M., Poggio T. Multidimensional morphable models: a framework for representing and matching object classes. International Journal of Computer Vision. 29:(2):1998;107-131.
5. Edwards G.J., Cootes T.F., Taylor C.J., Face recognition using active appearance models, Proceedings of the Fifth European Conference on Computer Vision, ECCV'98. vol. 2:1998;Springer, New York. pp. 581-595.
6. Cootes T.F., Taylor C.J. Statistical models of appearance for medical image analysis and computer vision. Proceedings of SPIE Medical Imaging. vol. 1:2001;SPIE. pp. 236-248.
7. Mitchell S., Lelieveldt B., Geest R., Bosch H., Reiber J., Sonka M. Time continuous segmentation of cardiac mr image sequences using active appearance motion models, Medical Imaging 2001: Image Processing, San Diego CA, SPIE. vol. 1:2001;SPIE. pp. 249-256.
8. Mitchell S., Lelieveldt B., van der Geest R., Bosch H., Reiver J., Sonka M. Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac mr images. IEEE Transactions on Medical Imaging. 20:(5):2001;415-423.
9. M.B. Stegmann, R. Fisker, B.K. Ersbøll, Extending and applying active appearance models for automated, high precision segmentation in different image modalities, Proceedings of the 12th Scandinavian Conference on Image Analysis - SCIA, vol. 1, 2001, pp. 90-97.
10. H. Bosch, S. Mitchell, B. Lelieveldt, F. Nijland, O. Kamp, M. Sonka, J. Reiber, Active appearance-motion models for endocardial contour detection in time sequences of echocardiograms, Proceedings of SPIE - The International Society for Optical Engineering 4322 (1) (2001) 257-268.
11. Thodberg H.H. Hands-on experience with active appearance models, Medical Imaging 2002: Image Processing, San Diego CA, SPIE. 2002;SPIE.
12. Edwards G.J., Taylor C.J., Cootes T.F. Interpreting face images using active appearance models, Proceedings of the Third IEEE International Conference on Automatic Face and Gesture Recognition. 1998;IEEE Computational Society. pp. 300-305.
13. Cootes T.F., Edwards G.J., Taylor C.J. Active appearance models, Proceedings of the European Conference on Computer Vision. vol. 2:1998;Springer, New York. pp. 484-498.
14. Cootes T.F., Taylor C.J. On representing edge structure for model matching. Proceedings of IEEE Computer Vision and Pattern Recognition - CVPR. vol. 1:2001;IEEE. pp. 1114-1119.
15. Turk M.A., Pentland A.P. Face recognition using eigenfaces, Proceedings of IEEE Computational Society Conference on CVPR. 1991;IEEE Computational Society Press, Silver Spring, MD. pp. 586-591.
16. Gower J.C. Generalized procrustes analysis. Psychometrika. 40:1975;33-50.
17. Bookstein F.L. Principal warps: thin-plate splines and the decomposition of deformations. IEEE Transactions on Pattern Analysis and Machine Intelligence. 11:(6):1989;567-585.
18. Cootes T.F., Edwards G.J., Taylor C.J. Active appearance models. IEEE Transactions on Pattern Recognition and Machine Intelligence. 23:(6):2001;681-685.
19. T.F. Cootes, C.J. Taylor, Statistical models of appearance for computer vision, Technical Report, October 2001, University of Manchester, http://www.isbe.man.ac.uk/̃bim/, 2001.
20. P. Switzer, A.A. Green, Min/max autocorrelation factors for multivariate spatial statistics, Technical Report 6, Stanford University, 1984, pp. 10.
21. M.B. Stegmann, Object tracking using active appearance models, Proceedings of the 10th Danish Conference on Pattern Recognition and Image Analysis, Copenhagen, Denmark, vol. 1, DIKU, 2001, pp. 54-60.
22. G. Bradski, Computer vision face tracking for use in a perceptual user interface, Intel Technology Journal, Intel Q2, 1998, http://www.intel.com/technology/itj/q21998.htm.
23. Fisher N.I. Statistical Analysis of Circular Data. 1993;Cambridge University Press, Cambridge.
24. P. Perona, J. Malik, Scale space and edge detection using anisotropic diffusion, Proceedings of the IEEE Computer Society Workshop on Computer Vision (Cat. No. 87TH0210-5, 1987, pp. 16-22.
25. Comon P. Independent component analysis - A new concept? Signal Processing. 36:1994;287-314.