A 3D deformable surface model for segmentation of objects from volumetric data in medical images

Computers in Biology and Medicine

Volumn 28, Issue 3, 1998, Pages 239-253

  Ghanei, Amir ^{a,b,c,e,f,g,h}   Soltanian Zadeh, Hamid ^a,b,d,f,h   Windham, Joe P ^a,i  

^a HENRY FORD HOSPITAL   (United States)

^b UNIVERSITY OF TEHRAN   (Iran)

^c The Department of Civil and Environmental Engineering   (United States)

^d CASE WESTERN RESERVE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^e SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^f IRAN TELECOMMUNICATION RESEARCH CENTER   (Iran)

^g Iran Telecommunication Res Center ^*  (Iran)

^h UNIVERSITY OF MICHIGAN   (United States)

ⁱ MEDICAL COLLEGE OF OHIO   (United States)

Author keywords

Dynamic surface; Image segmentation; Magnetic resonance imaging (MRI); Medical imaging

Indexed keywords

CALCULATIONS; GEOMETRY; MAGNETIC RESONANCE IMAGING; MATHEMATICAL MODELS; MEDICAL IMAGING; THREE DIMENSIONAL;

CONTRAST TO NOISE RATIO; DYNAMIC SURFACE;

IMAGE SEGMENTATION;

ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; DIAGNOSTIC IMAGING; GEOMETRY; HUMAN; IMAGE ANALYSIS; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; THREE DIMENSIONAL IMAGING;

ALGORITHMS; BRAIN; COMPUTER GRAPHICS; COMPUTER SIMULATION; DIAGNOSTIC IMAGING; HIPPOCAMPUS; HUMANS; IMAGE ENHANCEMENT; IMAGE PROCESSING, COMPUTER-ASSISTED; LIVER; MAGNETIC RESONANCE IMAGING; REPRODUCIBILITY OF RESULTS; TOMOGRAPHY, X-RAY COMPUTED;

EID: 0032073699     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0010-4825(98)00007-9     Document Type: Article

References (32)

1. J. Canny, A computational approach to edge detection, IEEE Trans. Patt. Anal. Mach. Intell. 8 (6) (1985) 679-697.
2. J. Shen, S. Castan, Towards the unification of band-limited derivative operators for edge detection, Sig. Process. 31 (1993) 103-109.
3. R. Sundaram, O.K. Ersoy, D. Hansen, Adaptive approach to edge detection, Opt. Eng. 34 (11) (1995) 3271-3276.
4. D. Terzopoulos, J. Platt, A. Barr, K. Fleischer, Elastically deformable models, Comput. Graph. 21 (4) (1987) 205-214.
5. M. Kass, A. Witkin, D. Terzopoulos, Snakes: active contour models, Int. J. Comput. Vision (1988) 321-331.
6. S. Lobregt, M.A. Viergever, A discrete dynamic contour model, IEEE Trans. Med. Imag. 14 (1) (1995) 12-24.
7. D. Terzopoulos, M. Vasilescu, Adaptive surface reconstruction, SPIE 1383 (1990) 257-264.
8. D. Cohen, I. Cohen, A finite element method applied to new active contour models and 3D reconstruction from cross sections, Proc. 3rd Int. Conf. Comput. Vision, IEEE, 1990.
9. I. Carlbom, D. Terzopoulos, K.M. Harris, Computer-assisted registration, segmentation and 3D reconstruction, IEEE Trans. Med. Imag. 13 (2) (1994) 351-362.
10. J. Blokland, A. Vossepoel, A. Bakker, E. Pauwels, Delineating elliptical objects with an application to cardiac scintigrams, IEEE Trans. Med. Imag. 6 (1) (1987) 57-66.
11. D. Terzopolous, D. Metaxas, Dynamic 3D models with local and global deformations: deformable superquadratics, IEEE Trans. Patt. Anal. Mach. Intell. 13 (7) (1991) 703-714.
12. F. Solina, R. Bajcsy, Recovery of parametric models from range images: the case for superquadrics with global deformation, IEEE Trans. Patt. Anal. Mach. Intell. 12 (2) (1990) 131-147.
13. E. Bardient, L.D. Cohen, N. Ayache, Fitting of iso-surfaces using superquadrics and free-form deformations, Proc. IEEE Workshop Biomed. Imag. Anal. (1994) 184-193.
14. C. Nastar, N. Ayache, Non-rigids motion analysis in medical images: a physically based approach, Barret Gmitro 23 (1990) 17-32.
15. D. Terzopolous, A. Witkin, M. Kass, Constraints on deformable models: recovering 3D shape and nonrigid motion, Art. Intell. 36 (1) (1998) 91-123.
16. K. Rao, N. Nevatia, Computing volume descriptions from sparse 3D data, Int. J. Comput. Vision 2 (1) (1988) 33-50.
17. R. Szeliski, D. Tonnesen, D. Terzopoulos, Modeling surfaces of arbitrary topology with dynamic particles, Proc. 4th Int. Conf. Comput. Vision (ICCV '93), Berlin, Germany, 1993, pp. 82-87.
18. I. Cohen, L.D. Cohen, N. Ayache, Introducing new deformable surfaces to segment 3D image, IEEE Conf. Comput. Vision. Patt. Recog. (1991) 738-740.
19. R.T. Whitaker, Volumetric deformable models: active blobs, SPIE 2359 (1992) 122-134.
20. D. Terzopoulos, K. Waters, Physically-based facial modeling, analysis and animation, J. Visual Comput. Animation 1 (1990) 73-80.
21. C. Liao, G. Medioni, Surface approximation of a cloud of 3D points, Graph. Models. Imag. Proc. 57 (1) (1995) 67-74.
22. D.J. Schlesinger, J.W. Snell, L.E. Mansfield, J.R. Brookeman, J.M. Ortega, N.F. Kassel, Segmentation of volumetric medical imagery using multiple geodesic-based active surfaces, SPIE 2710 (1996) 243-253.
23. L.H. Staib, J.S. Duncan, Model-based deformable surface finding for medical images, IEEE. Trans. Med. Imag. 15 (5) (1996) 720-731.
24. D.H. Ballard, C.M. Brown, Computer Vision, Prentice-Hall, Englewood Ciffs, NJ, 1982.
25. R.B. Schudy, Harmonic surfaces and parametric image operators: their use in locating the moving endocardial surface from three dimensional cardiac ultrasound data, Computer Science Tech. Rep. 112, University of Rochester, Rochester, NY, 1981.
26. R. Rao, J. Ben-Arie, Optimal edge detection using expansion matching and restoration, IEEE Trans. Patt. Anal. Mach. Intel. 16 (12) (1994) 1169-1182.
27. F. Heijden, Edge and line feature extraction based on covariance models, IEEE Tran. Patt. Anal. Mach. Intell. 17(1) (1995).
28. H. Soltanian-Zadeh, J.P. Windham, A.E. Yagle, A multidimensional nonlinear edge-preserving filter for magnetic resonance image restoration, IEEE Trans. Imag. Proc. 4 (2) (1995) 147-161.
29. M.J. Cook, Mesial temporal sclerosis and volumetric investigations, Acta Neurol. Scand. Suppl. 152 (1994) 109-114 (discussion 115).
30. R. Heinz, N. Ferris, E.K. Lee, R. Radtke, B. Crain, J.M. Hoffman, M. Hanson, S. Paine, A. Friedman, MR and positron emission tomography in the diagnosis of surgically correctable temporal lobe epilepsy, Am. J. Neuroradiol. 15 (7) (1994) 1341-1348.
31. J. Haller, K. Botteron, B. Brunsden, Y. Sheline, R. Walkup, K. Black, M. Gado, M. Vannier, Hippocampal MR volumetry, SPIE 2359 (1994) 660-671.
32. B. Bogerts, J.A. Lieberman, M. Ashtari et al, Hippocampus-amygdala volumes and psychopathology in chronic schizophrenia, Biol. Psychiatry 33 (1993) 236-246.