Deformable models and the analysis of medical images

Studies in Health Technology and Informatics

Volumn 39, Issue , 1997, Pages 369-378

  Terzopoulos, Demetri ^a   McInerney, Tim ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMATION; IMAGE SEGMENTATION; MEDICAL IMAGING; TOPOLOGY;

ANATOMIC STRUCTURES; ANATOMICAL STRUCTURES; BIOLOGICAL STRUCTURES; COMPUTER ASSISTED; DEFORMABLE MODELS; IMAGE INTERPRETATION; INTUITIVE INTERACTION; MODEL BASED APPROACH;

IMAGE ANALYSIS;

ARTICLE; COMPUTER SIMULATION; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING;

COMPUTER SIMULATION; HUMANS; IMAGE ENHANCEMENT; MAGNETIC RESONANCE IMAGING;

EID: 0030626101     PISSN: 09269630     EISSN: 18798365     Source Type: Book Series    
DOI: 10.3233/978-1-60750-883-0-369     Document Type: Conference Paper

References (51)

1. T. McInerney and D. Terzopoulos. Deformable models in medical image analysis: A survey. Medical Image Analysis, 1(2), 1996.
2. I. Carlbom, D. Terzopoulos, and K. Harris. Computer-assisted registration, segmentation, and 3D reconstruction from images of neuronal tissue sections. IEEE Trans. on Medical Imaging, 13(2):351-362, 1994.
3. M. Kass, A. Witkin, and D. Terzopoulos. Snakes: Active contour models. International Journal of Computer Vision, 1(4):321-331, 1988.
4. M.O. Berger and R. Mohr. Towards autonomy in active contour models. In Proceedings 10th International Conference on Pattern Recognition, Atlantic City, NJ, pages 847-851, Los Alamitos, CA, 1990. IEEE Computer Society Press.
5. L.D. Cohen. On active contour models and balloons. CVGIP: Image Understanding, 53(2):211-218, March 1991.
6. S. Lobregt and M.A. Viergever. A discrete dynamic contour model. IEEE Trans. on Medical Imaging, 14(1):12-24, March 1995.
7. L.D. Cohen and I. Cohen. Finite element methods for active contour models and balloons for 2D and 3D images. IEEE Trans. on Pattern Analysis and Machine Intelligence, 15(11):1131-1147, November 1993.
8. N. Rougon and F. Prêteux. Deformable markers: Mathematical morphology for active contour models control. In Image Algebra and Morphological Image Processing II, volume 1568 of SPIE Proc., pages 78-89, Bellingham, WA, 1991. SPIE.
9. A. Chakraborty and J.S. Duncan. Integration of boundary finding and region-based segmentation using game theory. In Bizais et al. [51], pages 189-200.
10. I.L. Herlin, C. Nguyen, and C. Graffigne. A deformable region model using stochastic processes applied to echocardiographic images. In Proc. Conf. Computer Vision and Pattern Recognition (CVPR'92), Urbana, IL, June, 1992, pages 534-539, Los Alamitos, CA, 1992. IEEE Computer Society Press.
11. J.M. Gauch, H.H. Pien, and J. Shah. Hybrid boundary-based and region-based deformable models for biomedical image segmentation. In Mathematical Methods in Medical Imaging III, volume 2299 of SPIE Proc., pages 72-83, San Diego, CA, 1994. SPIE.
12. D. Metaxas and D. Terzopoulos. Shape and nonrigid motion estimation through physics-based synthesis. IEEE Trans. on Pattern Analysis and Machine Intelligence, 15(6):580-591,1993.
13. B.C. Vemuri and A. Radisavljevic. Multiresolution stochastic hybrid shape models with fractal priors. ACM Trans. on Graphics, 13(2):177-207, April 1994.
14. E. Bardinet, L.D. Cohen, and N. Ayache. Superquadrics and free-form deformations: A global model to fit and track 3D medical data. In N. Ayache, editor, Proc. First International Conf. on Computer Vision, Virtual Reality and Robotics in Medicine (CVR Med'95), Nice, France, April, 1995, volume 905 of Lectures Notes in Computer Science, pages 319-326. Springer-Verlag, Berlin, Germany, 1995.
15. T. Cootes, A. Hill, C. Taylor, and J. Haslam. The use of active shape models for locating structures in medical images. Image and Vision Computing, 12(6):355-366, July 1994.
16. G. Székely, A. Kelemen, Ch. Brechbuhler, and G. Gerig. Segmentation of 2-D and 3-D objects from MRI volume data using constrained elastic deformations of flexible Fourier surface models. Medical Image Analysis, 1(1), 1996.
17. J.V. Miller, D.E. Breen, W.E. Lorensen, R.M. O'Bara, and M.J. Wozny. Geometrically deformed models: A method for extracting closed geometric models from volume data. In Computer Graphics (Proc. SIGGRAPH'91 Conf., Las Vegas, NV, July, 1991), volume 25(4), pages 217-226, July 1991.
18. T. McInerney and D. Terzopoulos. A dynamic finite element surface model for segmentation and tracking in multidimensional medical images with application to cardiac 4D image analysis. Computerized Medical Imaging and Graphics, 19(1):69-83, January 1995.
19. R. Bajcsy and S. Kovacic. Multiresolution elastic matching. Computer Vision, Graphics, and Image Processing, 46:1-21, 1989.
20. A.C. Evans, W. Dai, L. Collins, P. Neelin, and S. Marrett. Warping of a computerized 3D atlas to match brain image volumes for quantitative neuroanatomical and functional analysis. In Medical Imaging V: Image Processing, volume 1445 of SPIE Proc., pages 236-246, Bellingham, WA, 1991. SPIE.
21. S. Sandor and R. Leahy. Towards automatic labelling of the cerebral cortex using a deformable atlas model. In Bizais et al. [51], pages 127-138.
22. G. Christensen, R.D. Rabbitt, M.I. Miller, S.C. Joshi, U. Grenander, T.A. Coogan, and D.C. van Essen. Topological properties of smooth anatomic maps. In Bizais et al. [51], pages 101-112.
23. C.A. Davatzikos, J.L. Prince, and R.N. Bryan. Image registration based on boundary mapping. IEEE Trans. on Medical Imaging, 15(1):112-115, Feb. 1996.
24. A. Pentland and B. Horowitz. Recovery of nonrigid motion and structure. IEEE Trans. on Pattern Analysis and Machine Intelligence, 13(7):730-742, July 1991.
25. C. Nastar and N. Ayache. Fast segmentation, tracking, and analysis of deformable objects. In Proc. Fourth International Conf. on Computer Vision (ICCV'93), Berlin, Germany, May, 1993, pages 275-279, Los Alamitos, CA, 1993. IEEE Computer Society Press.
26. C.W. Chen, T.S. Huang, and M. Arrott. Modeling, analysis and visualization of left ventricle shape and motion by hierarchical decomposition. IEEE Trans. on Pattern Analysis and Machine Intelligence, 16:342-356, April 1994.
27. L. Axel and L. Dougherty. Heart wall motion: Improved method of spatial modulation of magnetization for MR imaging. Radiology, 172:349-350, 1989.
28. J. Duncan, P. Shi, A. Amini, R. Constable, L. Staib, D. Dione, Q. Shi, E. Heller, M. Singer, A. Chakraborty, G. Robinson, J. Gore, and A. Sinusas. Towards reliable, noninvasive measurement of myocardial function from 4D images. In Medical Imaging 1994: Physiology and Function from Multidimensional Medical Images, volume 2168 of SPIE Proc., pages 149-161, Bellingham, WA, Feb 1994. SPIE.
29. S. Kumar and D. Goldgof. Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images. IEEE Trans. on Medical Imaging, 13(1):122-132, March 1994
30. A.A. Young, D.L. Kraitchman, L. Dougherty, and L. Axel. Tracking and finite element analysis of stripe deformation in magnetic resonance tagging. IEEE Trans. on Medical Imaging, 14(3):413-421, Sept. 1995.
31. J. Park, D. Metaxas, and L. Axel. Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM. Medical Image Analysis, 1(1), 1996.
32. D.L. Kraitchman, A.A. Young, C.N. Chang, and L. Axel. Semi-automatic tracking of myocardial motion in MR tagged images. IEEE Trans. on Medical Imaging, 14(3):422-432, Sept. 1995.
33. A.A. Amini, R.W. Curwen, A.K. Klein, T.K. Egglin, J. Pollak, F. Lee, and J.C. Gore. Physics based snakes, Kalman snakes, and snake grids for feature localization and tracking in medical images. In Bizais et al. [51], pages 363-364.
34. V. Caselles, F. Catte, T. Coll, and F. Dibos. A geometric model for active contours. Numerische Mathematik, 66, 1993.
35. R. Malladi, J. Sethian, and B.C. Vemuri. Shape modeling with front propagation: A level set approach. IEEE Trans. on Pattern Analysis and Machine Intelligence, 17(2):158-175, Feb. 1995.
36. T. McInerney and D. Terzopoulos. Topologically adaptable snakes. In Proc. Fifth International Conf on Computer Vision (ICCV'95), Cambridge, MA, pages 840-845, 1995.
37. G. Sapiro, R. Kimmel, and V. Caselles. Object detection and measurements in medical images via geodesic deformable contours. In Vision Geometry IV, volume 2573 of SPIE Proc., pages 366-378, Bellingham, WA, 1995. SPIE.
38. T. McInerney and D. Terzopoulos. Medical image segmentation using topologically adaptable deformable surface models. In First Joint Conf. of CVR Med II and MRCAS III, Grenoble, France, March, 1997.
39. T. McInerney. Topologically Adaptable Deformable Models for Medical Image Analysis. PhD thesis, Department of Computer Science, University of Toronto, Toronto, ON, Canada, 1997.
40. C. S. Poon, M. Braun, R. Fahrig, A. Ginige, and A. Dorrell. Segmentation of medical images using an active contour model incorporating region-based images features. In R.A. Robb, editor, Proc. Third Conf. on Visualization in Biomedical Computing (VBC'94), Rochester, MN, October, 1994, volume 2359 of SPIE Proc., pages 90-97, Bellingham, WA, 1994. SPIE.
41. E.N. Mortensen and W.A. Barrett. Intelligent scissors for image composition. In Proc. SIGGRAPH' 95, Los Angeles, CA, August, 1995, in Computer Graphics Proc., Annual Conf. Series 1995, pages 191-198, New York, NY, 1995. ACM SIGGRAPH.
42. L.D. Cohen and R. Kimmel. Global minimum for active contour models: A minimal path approach. In Proc. Conf. Computer Vision and Pattern Recognition (CVPR'96), San Francisco, CA, June, 1996, pages 666-673, Los Alamitos, CA, 1996. IEEE Computer Society Press.
43. Y. Lee, D. Terzopoulos, and K. Waters. Realistic modeling for facial animation. In Proc. SIGGRAPH'95, Los Angeles, CA, August, 1995, in Computer Graphics Proc., Annual Conf. Series 1995, pages 55-62, New York, NY, 1995. ACM SIGGRAPH.
44. I. Essa, S. Sclaroff, and A.P. Pentland. Physically-based modeling for graphics and vision. In R. Martin, editor, Directions in Geometric Computing. Information Geometers, U.K., 1993.
45. K. Waters. A physical model of facial tissue and muscle articulation derived from computer tomography data. In R.A. Robb, editor, Proc. Second Conf. on Visualization in Biomedical Computing (VBC'92), Chapel Hill, NC, October, 1992, volume 1808 of SPIE Proc., pages 574-583, Bellingham, WA, 1992. SPIE.
46. H. Delingette, G. Subsol, S. Cotin, and J. Pignon. Virtual reality and craniofacial surgery simulation. In R.A. Robb, editor, Proc. Third Conf. on Visualization in Biomedical Computing (VBC'94), Rochester, MN, October, 1994, volume 2359 of SPIE Proc., pages 607-618, Bellingham, WA, 1994. SPIE.
47. S. Pieper, J. Rosen, and D. Zeltzer. Interactive graphics for plastic surgery: A task-level analysis and implementation. In Proc. ACM 1992 Symposium on Interactive 3D Graphics, pages 127-134, 1992.
48. B. Geiger. Three dimensional simulation of delivery for cephalopelvic disproportion. In First International Workshop on Mechatronics in Medicine and Surgery, Costa del Sol, Spain, October, 1992, pages 146-152, October 1992.
49. A. Young and L. Axel. Non-rigid wall motion using MR tagging. In Proc. Conf Computer Vision and Pattern Recognition (CVPR'92), Urbana, IL, June, 1992, pages 399-404, Los Alamitos, CA, 1992. IEEE Computer Society Press.
50. L.L. Creswell, S.G. Wyers, J.S. Pirolo, W.H. Perman, M.W. Vannier, and M.K. Pasque. Mathematical modelling of the heart using magnetic resonance imaging. IEEE Trans. on Medical Imaging, 11(4):581-589, Dec. 1992.
51. Y. Bizais, C. Barillot, and R. Di Paola, editors. Information Processing in Medical Imaging: Proc. 14th Int. Conf. (IPMI'95), Brest, France, volume 3 of Computational Imaging and Vision, Dordrecht, The Netherlands, 1995. Kluwer Academic.