Generalized image models and their application as statistical models of images

Medical Image Analysis

Volumn 8, Issue 3, 2004, Pages 361-369

  González Ballester, Miguel Ángel ^a   Pennec, Xavier ^a   George Linguraru, Marius ^a   Ayache, Nicholas ^a  

^a INRIA   (France)

Author keywords

Generalized image models; ICP; Kalman filter; Registration; Statistical shape models

Indexed keywords

ARTICLE; CONTROLLED STUDY; COVARIANCE; DISEASE CLASSIFICATION; FEASIBILITY STUDY; IMAGE ANALYSIS; IMAGE DISPLAY; IMAGE PROCESSING; INFORMATION PROCESSING; MATHEMATICAL ANALYSIS; MATHEMATICAL COMPUTING; PATHOLOGICAL ANATOMY; PRIORITY JOURNAL; STATISTICAL MODEL;

ALGORITHMS; BRAIN; BRAIN MAPPING; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MODELS, STATISTICAL;

EID: 4444314014     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2004.06.012     Document Type: Article

References (19)

1. Ayache N. Atificial Vision for Mobile Robots - Stereo-Vision and Multisensor Perception 1991 MIT Press Cambridge, MA
2. Batchelor, P.G., Fitzpatrick, J.M., 2000. A study of the anisotropically weighted Procrustes problem. In: Workshop on Mathematical Methods in Biomedical Image Analysis, pp. 212-218
3. Besl T.F. McKay N. A method for registration of 3D shapes IEEE Transactions of Pattern Analysis and Machine Intelligence 18 14 1992 239-256
4. 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
5. Cachier P. Bardinet E. Dormont D. Pennec X. Ayache N. Iconic feature nonrigid registration: the PASHA algorithm Computer Vision and Image Understanding 24 4-5 2003 801-813
6. Campbell, J.P., 1997. Speaker recognition: a tutorial. Proceedings of the IEEE 85 (9) (1997) 1437-1462
7. Chui H. Rangarajan A. Learning and atlas from unlabeled point-sets IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA) 2001 58-65 IEEE Press New York
8. Cootes T.F. Taylor C.J. Cooper D.H. Graham J. Active shape models - their training and applications Computer Vision and Image Understanding 61 2 1995
9. Cootes T.F. Edwards G.J. Taylor C.J. Active appearance models IEEE PAMI 23 6 2001 681-685
10. Cressie N. Statistics for Spatial Data 1993 Wiley New York
11. Dryden I.L. Mardia K.V. Statistical Shape Analysis 1998 Wiley New York
12. Feldmar J. Declerck J. Malandain G. Ayache N. Extension of the ICP algorithm to nonrigid intensity-based registration of 3D volumes Computer Vision and Image Understanding 66 2 1997 193-206
13. Flandin, G., Kherif, F., Pennec, X., Rivière, D., Ayache, N., Poline, J.-B., 2002. Parcellation of brain images with anatomical and functional constraints for fMRI data analysis. In: IEEE International Symposium on Biomedical Imaging, Washington, USA, pp. 907-910
14. González Ballester M.A. Zisserman A. Brady M. Estimation of the partial volume effect in MRI Medical Image Analysis 6 4 2002 389-405
15. Ourselin S. Roche A. Prima S. Ayache N. Block matching: a general framework to improve robustness of rigid registration of medical images MICCAI'2000 2000 557-566 Springer Berlin
16. Pennec X. Thirion J.-P. A framework for uncertainty and validation of 3D registration methods based on points and frames International Journal of Computer Vision 25 3 1997 203-229
17. Sooful, J., Botha, E., 2001. An acoustic measure for automatic cross-language phoneme mapping. In: Twelfth Annual Symposium of the South African Pattern Recognition Association, pp. 99-102. http://www.prasa.uct.ac.za/Docs/Archive/PRASA2001/ Speech%20Processing%20I/PDF/S6JJSooful.pdf
18. Welch, G., Bishop, G., 1997. SCAAT: incremental tracking with incomplete information. In: SIGGRAPH, 1997
19. Welch, G., Bishop, G., 2001. An introduction to the Kalman filter. Tutorial at SIGGRAPH, 2001. http://www.cs.unc.edu/welch/kalman