Fast 3D brain segmentation using dual-front active contours with optional user-interaction

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

Volumn 3765 LNCS, Issue , 2005, Pages 335-345

  Li, Hua ^a,b   Yezzi, Anthony ^a   Cohen, Laurent D ^c  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^c UNIVERSITÉ PARIS DAUPHINE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTATION THEORY; CONTOUR MEASUREMENT; GLOBAL OPTIMIZATION; MATHEMATICAL MODELS; MEDICAL IMAGING;

AUTOMATIC SEGMENTATION; AUTOMATIC TECHNIQUES; BRAIN CORTEX SEGMENTATION; BRAIN IMAGES;

IMAGE SEGMENTATION;

EID: 33646682589     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11569541_34     Document Type: Conference Paper

References (21)

1. Kass, M., Witkin, A., Terzopoulos, D.: Snakes: Active contour models. International Journal of Computer Vision 1 (1988) 321-332
2. Malladi, R., Sethian, J.: A geometric approach to segmentation and analysis of 3d medical images. In: Processings of Mathematical Methods in Biomedical Image Analysis, MMBIA'96. (1996)
3. Davatzikos, C., Bryan, R.: Using a deformable surface model to obtain a shape representation of the cortex. IEEE Trans. on Medical Imaging 15 (1996) 785-795
4. Teo, P., Sapiro, G., Wandell, B.: Creating connected representations of cortical gray matter for functional mri visualization. IEEE Trans. on Medical Imaging 16 (1997) 852-863
5. Dale, A., Fischl, B., Sereno, M.: Cortical surface-based analysis. Neurolmage 9 (1999) 179-194
6. Xu, C., Pham, D., Rettmann, M., Yu, D., Prince, J.: Reconstruction of the human cerebral cortex from magnetic resonance images. IEEE Trans. on Medical Imaging 18 (1999) 467-480
7. Zeng, X., Staib, L., Schultz, R., Duncan, J.: Segmentation and measurement of the cortex from 3D MR images using coupled surfaces propagation. IEEE Transactions on Medical Imaging 18 (1999) 100-111
8. Goldenberg, R., Kimmel, R., Rivlin, E., Rudzsky, M.: Cortex segmentation: A fast variational geometric approach. IEEE Trans. on Medical Imaging 21 (2002) 1544-1551
9. Pham, D., Prince, J.: Adaptive fuzzy segmentation of magnetic resonance images. IEEE Trans. on Medical Imaging 18 (1999) 737-752
10. Liew, A., Yan, H.: An adaptive spatial fuzzy clustering algorithm for 3d mr image segmentation. IEEE Trans. on Medical Imaging 22 (2003) 1063-1075
11. Marroquin, J., Vemuri, B., et al.: An accurate and efficient bayesian method for automatic segmentation of brain mri. IEE Trans. on Medical Imaging 21 (2002) 934-945
12. Zhang, Y., Brady, M., Smith, S.: Segmentation of brain mr images through a hidden markov random field model and the expectation maximization algorithm. IEEE Trans. on Medical Imaging 20 (2001) 45-57
13. Ruan, S., Moretti, B., Fadili, J., Bloyet, D.: Fuzzy markovian segmentation in application of magnetic resonance images. Computer Vision and Image Understanding 85 (2002) 54-69
14. Leemput, K.V., Maes, F., Vandermeulen, D., Suetens, P.: Automated model-based tissue classification of mr images of the brain. IEEE Trans. on Medical Imaging 18 (1999) 897-908
15. Kapur, T., Crimson, W., et al.: Segmentation of brain tissue from magnetic resonance images. Medical Image Analysis 1 (1996) 109-127
16. Li, H., Elmoataz, A., Fadili, J., Ruan, S.: Dual front evolution model and its application in medical imaging. In: MICCAI2004. Volume 3216., Rennes/Saint-Malo, France (2004) 103-110
17. BrainWeb: Mcconnell brain imaging center, montreal neurological institute. (http://www.bic.mni.mcgill.ca/brainweb/)
18. Bezdek, J.: Pattern Recognition with Fuzzy Objective Functions Algorithms. Plenum (1981)
19. Cocosco, C., Kollokian, V., Kwan, R., Evans, A.: Brainweb: Online interface to a 3D MRI simulated brain database. Neurolmage 5 (1997) S425
20. Perona, P., Malik, J.: Scale-space and edge detection using anisotropic diffusion. IEEE Trans. on PAMI 12 (1990) 629-639
21. Filipek, P., Richelme, C., Kennedy, D., Caviness, V.: The young adult human brain: an mri-based morphometric analysis. Cerebral Cortex 4 (1994) 344-360