Random walks for deformable image registration

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

Volumn 6892 LNCS, Issue PART 2, 2011, Pages 557-565

  Cobzas, Dana ^a   Sen, Abhishek ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMABLE IMAGE REGISTRATION; DISCRETE DEFORMATION; DISCRETE OPTIMIZATION; FAST ALGORITHMS; GAUSSIANS; GLOBAL SOLUTIONS; MEDICAL DATA; NONRIGID IMAGE REGISTRATION; RANDOM WALK; RANDOM WALKERS; TISSUE ELASTICITY;

ALGORITHMS; DEFORMATION; ELASTICITY; IMAGE REGISTRATION; MEDICAL COMPUTING; RANDOM PROCESSES; TISSUE;

MEDICAL IMAGING;

ABDOMEN; ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BRAIN; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED TOMOGRAPHY; COMPUTER PROGRAM; DIAGNOSTIC IMAGING; HUMAN; IMAGE PROCESSING; METHODOLOGY; NORMAL DISTRIBUTION; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; STATISTICAL MODEL; THREE DIMENSIONAL IMAGING;

ABDOMEN; ALGORITHMS; BRAIN; DIAGNOSTIC IMAGING; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGE PROCESSING, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MODELS, STATISTICAL; NORMAL DISTRIBUTION; PATTERN RECOGNITION, AUTOMATED; SOFTWARE; TOMOGRAPHY, X-RAY COMPUTED;

EID: 80053542477     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23629-7_68     Document Type: Conference Paper

References (14)

1. Zikic, D., Kamen, A., Navab, N.: Unifying characterization of deformable registration methods based on the inherent parametrization. In: Fischer, B., Dawant, B.M., Lorenz, C. (eds.) WBIR 2010. LNCS, vol. 6204, pp. 161-172. Springer, Heidelberg (2010)
2. Huang, X., Metaxas, D.T.: Metamorphs: Deformable shape and texture models. In: CVPR (2004)
3. Pennec, X., Cachier, P., Ayache, N.: Understanding the "demon's algorithm": 3d non-rigid registration by gradient descent. In: Taylor, C., Colchester, A. (eds.) MICCAI 1999. LNCS, vol. 1679, pp. 597-605. Springer, Heidelberg (1999)
4. Vercauteren, T., Pennec, X., Malis, E., Perchant, A., Ayache, N.: Insight into efficient image registration techniques and the demons algorithm. In: Karssemeijer, N., Lelieveldt, B. (eds.) IPMI 2007. LNCS, vol. 4584, pp. 495-506. Springer, Heidelberg (2007)
5. Thirion, J.P.: Image matching as a diffusion process: an analogy with maxwell's demons. Medical Image Analysis 2(3), 243-260 (1998)
6. Zikic, D., Baust, M., Kamen, A., Navab, N.: Generalization of deformable registration in riemannian sobolev spaces. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol. MICCAI, pp. 586-593. Springer, Heidelberg (2010)
7. Stefanescu, R., Pennec, X., Ayache, N.: Grid powered nonlinear image registration with locally adaptive regularization. In: Medical Image Analysis: MICCAI 2003 Special Issue, vol. 8(3), pp. 325-342 (2004)
8. Tang, L., Hamarneh, G., Abugharbieh, R.: Reliability-driven, spatially-adaptive regularization for deformable registration. In: Fischer, B., Dawant, B.M., Lorenz, C. (eds.) WBIR 2010. LNCS, vol. 6204, pp. 173-185. Springer, Heidelberg (2010)
9. Glocker, B., Komodakis, N., Tziritas, G., Navab, N., Paragios, N.: Dense image registration through mrfs and efficient linear programming. Medical Image Analysis 12(6), 731-741 (2008)
10. Tang, T.W., Chung, A.C.: Non-rigid image registration using graph-cuts. In: Ayache, N., Ourselin, S., Maeder, A. (eds.) MICCAI 2007, Part I. LNCS, vol. 4791, pp. 916-924. Springer, Heidelberg (2007)
11. Boykov, Y., Veksler, O., Zabih, R.: Fast approximate energy minimization via graph cuts. IEEE Trans. PAMI 23(11), 1222-1239 (2001)
12. Grady, L.: Random walks for image segmentation. IEEE Trans. PAMI 28(11), 1768-1783 (2006)
13. Grady, L.: Multilabel random walker image segmentation using prior models. In: CVPR, pp. 763-770 (2005)
14. Kroon, D.J.: Deamon's implementation, http://www.mathworks.com/ matlabcentral/fileexchange/