Bilateral Filtering of Diffusion Tensor Magnetic Resonance Images

@article{Hamarneh2007BilateralFO,
  title={Bilateral Filtering of Diffusion Tensor Magnetic Resonance Images},
  author={Ghassan Hamarneh and Judith Hradsky},
  journal={IEEE Transactions on Image Processing},
  year={2007},
  volume={16},
  pages={2463-2475}
}
We extend the well-known scalar image bilateral filtering technique to diffusion tensor magnetic resonance images (DTMRI). The scalar version of bilateral image filtering is extended to perform edge-preserving smoothing of DT field data. The bilateral DT filtering is performed in the log-Euclidean framework which guarantees valid output tensors. Smoothing is achieved by weighted averaging of neighboring tensors. Analogous to bilateral filtering of scalar images, the weights are chosen to be… CONTINUE READING
Highly Cited
This paper has 90 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 30 extracted citations

3D bilateral filtering of cardiac DT-MRI data

Computing in Cardiology 2013 • 2013
View 5 Excerpts
Highly Influenced

A MATLAB tool for an easy application and comparison of image denoising methods

2015 Medical Technologies National Conference (TIPTEKNO) • 2015
View 1 Excerpt

Watershed segmentation brain tumor detection

2015 International Conference on Pervasive Computing (ICPC) • 2015
View 1 Excerpt

GPU-accelerated denoising of 3D magnetic resonance images

Journal of Real-Time Image Processing • 2014
View 1 Excerpt

91 Citations

0102030'10'13'16'19
Citations per Year
Semantic Scholar estimates that this publication has 91 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 43 references

An affine invariant tensor dissimilarity measure and its applications to tensor-valued image segmentation

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004. • 2004
View 4 Excerpts
Highly Influenced

Bilateral Filtering of Diffusion Tensor MR Images

2006 IEEE International Symposium on Signal Processing and Information Technology • 2006
View 1 Excerpt

DTMRI Segmentation using DT-Snakes and DT-Livewire

2006 IEEE International Symposium on Signal Processing and Information Technology • 2006
View 7 Excerpts

A Riemannian Framework for Tensor Computing

International Journal of Computer Vision • 2005
View 2 Excerpts

Similar Papers

Loading similar papers…