Statistical shape model based segmentation of medical images

Computerized Medical Imaging and Graphics

Volumn 22, Issue 2, 1998, Pages 133-143

  Neumann, Anke ^a   Lorenz, Cristian ^b  

^a HELMUT SCHMIDT UNIVERSITY   (Germany)

^b PHILIPS RESEARCH LABORATORIES   (Germany)

Author keywords

Biomedical image analysis; Boundary finding; Deformable models; Empirical covariances; Fourier descriptors; Landmarks; Principal component analysis; Statistical shape description; Wavelet descriptors

Indexed keywords

IMAGE ANALYSIS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; STATISTICAL METHODS;

EMPIRICAL COVARIANCES; FOURIER DESCRIPTORS; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL SHAPE DESCRIPTION; WAVELET DESCRIPTORS;

MEDICAL IMAGING;

COMPUTER ASSISTED TOMOGRAPHY; DIAGNOSTIC IMAGING; FOURIER ANALYSIS; IMAGE RECONSTRUCTION; MATHEMATICAL COMPUTING; PRIORITY JOURNAL; REVIEW; STATISTICAL MODEL;

EID: 0032028559     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0895-6111(98)00015-9     Document Type: Article

References (13)

1. Staib L.H., Duncan J.S. Boundary finding with parametrically deformable models. IEEE PAMI. 14(11):1992;1061-1075.
2. Taylor CJ, Cootes TF, Hill A, Haslam J. Medical image segmentation using active shape models. In: Beolchi L, Kuhn MH, editors. Medical Imaging. Amsterdam: IOS Press, 1994, pp. 121-144.
3. Székely G, Kelemen A, Brechbüler Ch, Gerig G. Segmentation of 3D objects from MRI volume data using constrained elastic deformations of flexible Fourier surface models. Proc. Computer Vision, Virtual Reality and Robotics in Medicine, Nice, April 1995, pp. 495-505.
4. Kashi R.S., Bhoj-Kavde P., Nowakowski R.S., Papathomas T.V. 2-D shape representation and averaging using normalized wavelet descriptors. Simulation. 66(3):1996;164-178.
5. Duda RO, Hart PE. Pattern classification and scene analysis. New York: John Wiley, 1973.
6. Besl P.J. Geometric modeling and computer vision. Proc. IEEE. 76(8):1988;936-958.
7. Dryden I.L., Mardia K.V. Multivariate shape analysis. Sankhyā 55(A3):1993;460-480.
8. Pavlidis T. Structural pattern recognition. Springer-Verlag, 1977.
9. Persoon E., Fu K.S. Shape discrimination using Fourier descriptors. IEEE PAMI. 8(3):1986;388-397.
10. Mallat S.G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE PAMI. 11(7):1989;674-693.
11. Chui CK. An introduction to wavelets. San Diego: Academic Press, 1992.
12. Press WH, Teukolsky SA, Vetterling WT, Flannery BP. Numerical recipes in C: the art of scientific programming. Cambridge University Press, 1992.
13. Hill A., Cootes T.F., Taylor C.J. Active shape models and the shape approximation problem. Image and Vision Computing. 14:1996;601-607.