Bilateral filtering of diffusion tensor MR images

Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT

Volumn , Issue , 2006, Pages 507-512

  Hamarneh, Ghassan ^a   Hradsky, Judith ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EDGE DETECTION; INTERPOLATION; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; SIGNAL FILTERING AND PREDICTION; TENSORS;

BILATERAL FILTERING; DIFFUSION TENSOR;

IMAGE ANALYSIS;

EID: 44449084413     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPIT.2006.270854     Document Type: Conference Paper

References (28)

1. E. O. Stejskal and J. E.Tanner, "Spin diffusion measurements: spin echoes in the presence of a time-dependent field gradient," J. Chem. Phys, vol. 42, pp. 288-292, 1965.
2. C.-F. Westin, S. E. Maier, H. Mamata, A. Nabavi, F. A. Jolesz, and R. Kikinis, "Processing and visualization of diffusion tensor mri," Medical Image Analysis, vol. 6(2), pp. 93-108, 2002.
3. M. Welk, C. Feddern, B. Burgeth, and J. Weickert, "Median filtering of tensor-valued images," in Pattern Recognition, ser. Lecture Notes in Computer Science, B. Michaelis and G. Krell, Eds., vol. 2781. Springer, Berlin, 2003, pp. 17-24.
4. B. Burgeth, M. Welk, C. Feddern, and J. Weickert, "Morphological operations on matrix-valued images," in Computer Vision - ECCV 2004, ser. Lecture Notes in Computer Science, T. Pajdla and J. Matas, Eds. Springer, Berlin, 2004, vol. 3024, pp. 155-167.
5. C. Castano-Moraga, M. A. Rodrigues-Florido, L. Alvarez, C.-F. Westin, and J. Ruiz-Alzola, "Anisotropic interpolation of dt-mri data," in Seventh International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'04), Rennes - Saint Malo, France, 2004.
6. J. Weickert and T. Brox, "Diffusion and regularization of vector-and matrix-valued images," in Inverse Problems, Image Analysis, and Medical Imaging, ser. Contemporary Mathematics, AMS, Providence, M. Z. Nashed and O. Scherzer, Eds., vol. 313, 2002, pp. 251-268.
7. W. E. L. G. L. O'Donnell and C.-F. Westin, "Interface detection in dtmri," in Seventh International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'04), Rennes - Saint Malo, France, 2004.
8. Z. Wang and B. Vemuri, "An affine invariant tensor dissimilarity measure and its applications to tensor- valued image segmentation," CVPR, vol. (1), pp. 228-233, 2004.
9. A. Brun, H. Knutsson, H. J. Park, M. E. Shenton, and C.-F. Westin, "Clustering fiber tracts using normalized cuts," in Seventh International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'04), 2004, pp. 368-375.
10. J. W. C. Feddern and B. Burgeth, "Level-set methods for tensor-valued images," in Proc. Second IEEE Workshop on Variational, Geometric and Level Set Methods in Computer Vision, O. Faugeras and N. Paragios, Eds., Nice, France.
11. R. D. C. Lenglet and O. Faugeras, "Inferring white matter geometry from diffusion tensor mri: Application to connectivity mapping," in ECCV, vol. (4), 2004, pp. 127-140.
12. M. R. C. Lenglet and R. Deriche, "Segmentation of 3d probability density fields by surface evolution: Application to diffusion mri," in MICCAI, vol. (1), 2004, pp. 18-25.
13. C. Lenglet, M. Rousson, R. Deriche, O. Faugeras, S. Lehericy, and K. Ugurbil, "A riemannian approach to diffusion tensor images segmentation," in IPMI, 2005, pp. 591-602.
14. C. L. M. Rousson and R. Deriche, "Level set and region based surface propagation for diffusion tensor mri segmentation," in ECCV Workshops CVAMIA and MMBIA, 2004, pp. 123-134.
15. D. T. R. Deriche and C. Lenglet, "Dt-mri estimation, regularization and fiber tractography," in ISBI 2004, 2004, pp. 9-12.
16. M. Wiegell, D. Tuch, H. Larson, and V. Wedeen, "Automatic segmentation of thalamic nuclei from diffusion tensor magnetic resonance imaging," NeuroImage, vol. 19, pp. 391-402, 2003.
17. P. B. D. Alexander, C. Pierpaoli and J. Gee, "Spatial transformations of diffusion tensor magnetic resonance images," IEEE Trans. Med. Imag., vol. 20, pp. 1131-1139, Nov. 2001.
18. J. Ruiz-Alzola, C.-F. Westin, S. K. Warfield, C. Alberola, S. E. Maier, and R. Kikinis, "Nonrigid registration of 3d tensor medical data," Medical Image Analysis, vol. 6, pp. 143-161, 2002.
19. A. Guimond, C. R. G. Guttmann, S. K. Warfield, and C.-F. Westin, "Deformable registration of dt-mri data based on transformation invariant tensor characteristics," in ISBI, Washington (DC), USA, 2002.
20. I. F. Talos, L. O'Donnell, C.-F. Westin, S. K. Warfield, W. M. Wells, S. S. Yoo, L. Panych, A. Golby, H. Mamata, S. E. Maier, P. Ratiu, C. G. Guttmann, P. M. L. Black, F. A. Jolesz, and R. Kikinis, "Diffusion tensor and functional mri fusion with anatomical mri for image guided neurosurgery," in Sixth International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'03), Montreal, Canada, 2003.
21. C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images," in Sixth International Conference on Computer Vision, 4-7 Jan 1998, pp. 839-846, digital Object Identifier 10.1109/ICCV.1998.710815.
22. C. A. C.K. Wilbur and C. Simon, "Trilateral filtering for biomedical images," in Proceedings of the IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004, pp. 820-823.
23. P. F. Xavier Pennec and N. Ayache, "A riemannian framework for tensor computing," International Journal of Computer Vision, vol. 65(1), Oct. 2005, note: To appear. Also as INRIA Research Report 5255.
24. S. J. P.T. Fletcher, "Principal geodesic analysis on symmetric spaces: Statistics of diffusion tensors," ser. Lecture Notes in Computer Science, vol. 3117. Springer-Verlag, 2004, pp. 87-98.
25. X. P. V. Arsigny, P. Fillard and N. Ayache, "Fast and simple calculus on tensors in the log-euclidean framework," in Proceedings of MICCAI'05, ser. Lecture Notes in Computer Science, J. Duncan and G. Gerig, Eds. Palm Springs, California: Springer Verlag, Oct. 2005, to Appear.
26. R. B. E. Yoruk, B. Acar, "A physical modal for dt-mri based connectivity map computation," in Proceedings of MICCAI'05, ser. Lecture Notes in Computer Science, J. Duncan and G. Gerig, Eds. Springer Verlag, 2005, pp. 213-220.
27. S. F.Witelson, "Hand and sex differences in the isthmus and genu of the human corpus callosum: A postmortem morphological study," Brain, vol. 112, pp. 799-835, 1989.
28. H. KM, R. Gupta, R. Santos, J. Wolinsky, and P. Narayana, "Fractional diffusion tensor anisotropy of the seven segments of the normalappearing white matter of the corpus callosum in healthy adults and relapsing remitting multiple sclerosis," Journal of Magnetic Resonance Imaging, vol. 21(6), pp. 735-743, 2005.