Joint registration and segmentation of dynamic cardiac perfusion images using MRFs

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

Volumn 6361 LNCS, Issue PART 1, 2010, Pages 493-501

  Mahapatra, Dwarikanath ^a   Sun, Ying ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION TIME; DATA SETS; DISPLACEMENT VECTORS; GRADIENT INFORMATIONS; GRAPH CUT; GRAPH-CUT TECHNIQUES; INTENSITY CHANGE; LEFT VENTRICLES; MARKOV RANDOM FIELD; MULTISCALES; MUTUAL DEPENDENCIES; OBJECTIVE FUNCTIONS; PERFUSION IMAGES; SEGMENTATION INFORMATIONS; SUB PIXELS;

GRAPHIC METHODS; MEDICAL COMPUTING; MEDICAL IMAGING;

IMAGE SEGMENTATION;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; COMPUTER ASSISTED DIAGNOSIS; HEART LEFT VENTRICLE FUNCTION; HUMAN; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; MAGNETIC RESONANCE ANGIOGRAPHY; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE ANGIOGRAPHY; MODELS, BIOLOGICAL; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE; VENTRICULAR DYSFUNCTION, LEFT;

EID: 78349259300     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15705-9_60     Document Type: Conference Paper

References (12)

1. Yezzi, A., Zollei, L., Kapur, T.: A variational framework for joint segmentation and registration. In: Proc. MMBIA, pp. 44-51 (2001)
2. An, J.-h., Chen, Y., Huang, F., Wilson, D., Geiser, E.: A variational PDE based level set method for a simultaneous segmentation and non-rigid registration. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3749, pp. 286-293. Springer, Heidelberg (2005)
3. Flach, B., Sara, R.: Joint non-rigid motion estimation and segmentation. In: Klette, R., Žunić, J. (eds.) IWCIA 2004. LNCS, vol. 3322, pp. 631-638. Springer, Heidelberg (2004) (Pubitemid 39741850)
4. Wyatt, P.P., Noble, J.A.: MAP MRF joint segmentation and registration. In: Dohi, T., Kikinis, R. (eds.) MICCAI 2002, Part I. LNCS, vol. 2488, pp. 580-587. Springer, Heidelberg (2002)
5. Tsai, A., Yezzi, A., Wells, W., Tempany, C., Tucker, D., Fan, A., Grimson, W., Willsky, A.: A shape-based approach to the segmentation of medical imagery using level sets. IEEE Trans. Med. Imag. 22(2), 137-154 (2003)
6. Cootes, T., Beeston, C., Edwards, G., Taylor, C.: Unified framework for atlas matching using active appearance models. In: Kuba, A., Sámal, M., Todd-Pokropek, A. (eds.) IPMI 1999. LNCS, vol. 1613, pp. 322-333. Springer, Heidelberg (1999)
7. Rueckert, D., Sonoda, L.I., Hayes, C., Hill, D.L.G., Leach, M.O., Hawkes, D.J.: Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans. Med. Imag. 18, 712-721 (1999)
8. Shekhovtsov, A., Kovtun, I., Hlavác, V.: Efficient MRF deformation model for nonrigid image matching. Comput. Vision Image Understand. 112(1), 91-99 (2008)
9. Boykov, Y., Veksler, O.: Fast approximate energy minimization via graph cuts. IEEE Trans. Pattern Anal. Mach. Intell. 23, 1222-1239 (2001)
10. Mahapatra, D., Sun, Y.: Nonrigid registration of dynamic renal MR images using a saliency based MRF model. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part I. LNCS, vol. 5241, pp. 771-779. Springer, Heidelberg (2008)
11. Boykov, Y., Funka-Lea, G.: Graph cuts and efficient N-D image segmentation. Intl. J. Comp. Vis. 70(2), 109-131 (2006)
12. Sun, Y., Jolly, M.P., Moura, J.M.: Contrast-invariant registration of cardiac and renal MR perfusion images. In: Barillot, C., Haynor, D.R., Hellier, P. (eds.) MICCAI 2004. LNCS, vol. 3216, pp. 903-910. Springer, Heidelberg (2004) (Pubitemid 40787466)