A multi-scale feature based optic flow method for 3D cardiac motion estimation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5567 LNCS, Issue , 2009, Pages 588-599

  Becciu, Alessandro ^a   Van Assen, Hans ^a   Florack, Luc ^a   Kozerke, Sebastian ^b   Roode, Vivian ^a   Ter Haar Romeny, Bart M ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b UNIVERSITY OF ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIAC MOTION; CARDIAC MOTION ESTIMATION; CARDIAC MUSCLES; CARDIAC WALL; DATA SETS; DYNAMIC BEHAVIORS; FOURIER DOMAINS; HARMONIC FILTERING; HEART DISEASE; IMAGE SEQUENCE; INTENSITY CHANGE; LONGITUDINAL SHORTENING; MULTI-SCALE FEATURES; MULTISCALES; OPTIC FLOW; PHANTOM DATA; PHASE IMAGE; PHASE PLOT; PLANE MOTIONS; REGULAR GEOMETRY; T1 RELAXATION; TWISTING MOTION; VECTOR FIELDS;

COMPUTER VISION; FEATURE EXTRACTION; MOTION ESTIMATION;

THREE DIMENSIONAL;

EID: 69049083792     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02256-2_49     Document Type: Conference Paper

References (31)

1. Rosamond, W., Flegal, K., Furie, K., Go, A., Greenlund, K., Haase, N., Hailpern, S.M., Ho, M., Howard, V., Kissela, B., Kittner, S., Lloyd-Jones, D.,McDermott, M., Meigs, J., Moy, C., Nichol, G., O'Donnell, C., Roger, V., Sorlie, P., Steinberger, J., Thom, T., Wilson, M., Hong, Y.: American heart association statistics committee and stroke statistics subcommittee: heart disease and stroke statistics 2008 update. A report from the american heart association statistics committee and stroke statistics subcommittee. Circulation 117, 2-122 (2008)
2. Rainwater, D.L., McMahan, C.A., Malcom, G.T., Scheer, W.D., Roheim, P.S., McGill, H.C., Strong, J.: Lipid and apolipoprotein predictors of atherosclerosis in youth. Arteriosclerosis, Thrombosis, and Vascular Biology 19, 753-761 (1999)
3. McGill, H.C., McMahan, C.A., Zieske, A.W., Sloop, G.D., Walcott, J.V., Troxclair, D., Malcom, G.T., Tracy, R.E., Oalmann, M.C., Strong, J.P.: Associations of coronary heart disease risk factors with the intermediate lesion of atherosclerosis in youth. Arteriosclerosis, Thrombosis, and Vascular Biology 20 (2000)
4. Horn, B.K.P., Shunck, B.G.: Determining optical flow. Artificial Intelligence 17, 185-203 (1981)
5. Lucas, B., Kanade, T.: An iterative image registration technique with application to stereo vision. In: DARPA, Image Process., vol. 21, pp. 85-117 (1981)
6. Brox, B., Bruhn, A., Papenberg, N., Weickert, J.: High accuracy optical flow estimation based on a theory for warping. In: Pajdla, T., Matas, J.G. (eds.) ECCV 2004. LNCS, vol. 3024, pp. 25-36. Springer, Heidelberg (2004)
7. Bruhn, A., Weickert, J., Kohlberger, T., Schnoerr, C.: A multigrid platform for real-time motion computation with discontinuity-preserving variational methods. International Journal of Computer Vision 70(3), 257-277 (2006)
8. Thirion, J.P.: Image matching as a diffusion process: an analogy with Maxwell's demons. Medical Image Analysis 2(3), 243-260 (1998)
9. Dougherty, L., Asmuth, J., Blom, A., Axel, L., Kumar, R.: Validation of an optical flow method for tag displacement estimation. IEEE Transactions on Medical Imaging 18(4), 359-363 (1999)
10. Florack, L., Niessen, W., Nielsen, M.: The intrinsic structure of optic flow incorporating measurements of duality. International Journal of Computer Vision 27(3), 263-286 (1998)
11. Niessen, W., Duncan, J., ter Haar Romeny, B., Viergever, M.: Spatiotemporal analysis of left ventricular motion. In: Medical Imaging 1995, San Diego, pp. 192-203. SPIE (1995)
12. Niessen, W., Duncan, J., Nielsen, M.L.F., ter Haar Romeny, B., Viergever, M.: A multiscale approach to image sequence analysis. Computer Vision and Image Understanding 65(2), 259-268 (1997)
13. Suinesiaputra, A., Florack, L., Westenberg, J., ter Haar Romeny, B., Reiber, J., Lelieveldt, B.: Optic flow computation from cardiac MR tagging using a multiscale differential method a comparative study with velocity encoded MRI. In: Ellis, R.E., Peters, T.M. (eds.) MICCAI 2003. LNCS, vol. 2878, pp. 483-490. Springer, Heidelberg (2003)
14. van Assen, H.C., Florack, L., Suinesiaputra, A., ter Haar Romeny, B.M., Westenberg, J.J.M.: Purely evidence based multi-scale cardiac tracking using optic flow. In: MICCAI 2007 workshop on Coputational Biomechanics for Medicine II, pp. 84-93 (2007)
15. Florack, L., van Assen, H.C.: Dense multiscale motion extraction from cardiac cine MR tagging using HARP technology. In: Mathematical Methods in Biomedical Image Analysis. Workshop of the ICCV (2007)
16. Barron, J.: Experience with 3D optical flow on gated mri cardiac datasets. In: Proceedings of the 1st Canadian Conference on Computer and Robot Vision, pp. 370-377. IEEE Computer Society, Los Alamitos (2004)
17. Pan, L., Prince, J., Lima, J., Arts, N.: Fast tracking of cardiac motion using 3DHARP. IEEE transactions on Biomedical Engineering 52(8), 1425-1435 (2005)
18. Sampath, S., Prince, J.: Automatic 3D tracking of cardiac material markers using slice-following and harmonic-phase MRI. Magnetic Resonance Imaging 25, 197-208 (2007)
19. Zerhouni, E.A., Parish, D.M., Rogers, W.J., Yang, A., Sapiro, E.P.: Human heart: tagging with MR imaging a method for noninvasive assessment of myocardial motion. Radiology 169(1), 59-63 (1988)
20. Axel, L., Dougherty, L.: MR imaging of motion with spatial modulation of magnetization. Radiology 171(3), 841-845 (1989)
21. Fischer, S.E., McKinnon, G., Maier, S., Boesiger, P.: Improved myocardial tagging contrast. Magnetic Resonance in Medicine 30(2), 191-200 (1993)
22. Osman, N.F., McVeigh, W.S., Prince, J.L.: Cardiac motion tracking using cine harmonic phase (harp) magnetic resonance imaging. Magnetic Resonance in Medicine 42(6), 1048-1060 (1999)
23. Sampath, S., Derbyshire, J., Atalar, E., Osman, N., Prince, J.: Realtime imaging of two dimensional cardiac strain using a harmonic phase magnetic resonance imaging (HARP MRI) pulse sequence. Magnetic Resonance in Medicine 50(1), 154-163 (2003)
24. Gabor, D.: Theory of communication. J. IEE 93(26), 429-457 (1946)
25. Rutz, A., Ryf, S., Plein, S., Boesiger, P., Kozerke, S.: Accelerated whole-heart 3D CSPAMM for myocardial motion quantification. Magnetic Resonance in Medicine 59(4), 755-763 (2008)
26. Koenderink, J.J.: The structure of images. Biological Cybernetics 50, 363-370 (1984)
27. ter Haar Romeny, B.M.: Front-End Vision and Multi- Scale Image Analysis: Multiscale Computer Vision Theory and Applications, written in Mathematica. Computational Imaging and Vision. Kluwer Academic Publishers, Dordrecht (2003)
28. Florack, L.: Image Structure. Computational Imaging and Vision. Kluwer Academic Publishers, Dordrecht (1997)
29. Lindeberg, T.: Scale-Space Theory in Computer Vision, 1st edn. The Springer Intern. Series in Engineering and Computer Science. Kluwer Academic Publishers, Dordrecht (1994)
30. Barron, J.L., Fleet, D.J., Beauchemin, S.: Performance of optical flow techniques. International Journal of Computer Vision 12(1), 43-77 (1994)
31. Ubbink, S., Bovendeerd, P., Delhaas, T., Arts, T., van de Vosse, F.: Towards modelbased analysis of cardiac MR tagging data: relation between left ventricular shear strain and myofiber orientation. Medical Image Analysis 10, 632-641 (2006)