Difference between revisions of "Projects:InterleavedSegmentationAndRegistration"
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| + | = Interleaved Segmentation and Registration = | ||
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Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]] | Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]] | ||
| − | '''Objective | + | '''Objective''' |
| + | |||
| + | To improve segmentation of brain structures. | ||
| + | |||
| + | '''Progress''' | ||
| − | + | We have combined registration of an atlas with MRI images using the Expectation-Maximization algorithm which simultaneously estimates image inhomogeneities, anatomical label maps, and a mapping from the atlas to the image space. The software is being ported to ITK. | |
| − | + | '' Recent Publications'' | |
* K.M. Pohl, J. Fisher, J.J. Levitt, M.E. Shenton, R. Kikinis, W.E.L. Grimson, and W.M. Wells, “ A Unifying Approach to Registration, Segmentation, and Intensity Correction, ” In Proc. MICCAI 2005: Eigth International Conference on Medical Image Computing and Computer Assisted Intervention, Palm Springs, CA, USA, Springer-Verlag, Part I, vol. 3749 of Lecture Notes in Computer Science, pp. 310-318, 2005 | * K.M. Pohl, J. Fisher, J.J. Levitt, M.E. Shenton, R. Kikinis, W.E.L. Grimson, and W.M. Wells, “ A Unifying Approach to Registration, Segmentation, and Intensity Correction, ” In Proc. MICCAI 2005: Eigth International Conference on Medical Image Computing and Computer Assisted Intervention, Palm Springs, CA, USA, Springer-Verlag, Part I, vol. 3749 of Lecture Notes in Computer Science, pp. 310-318, 2005 | ||
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* Kitware: Luis Ibanez, Karthik Krishnan | * Kitware: Luis Ibanez, Karthik Krishnan | ||
| − | '''Links | + | '''Links''' |
* [[DBP:Harvard:Collaboration:MIT|DBP:Harvard:Collaboration:MIT]] | * [[DBP:Harvard:Collaboration:MIT|DBP:Harvard:Collaboration:MIT]] | ||
* [[Progress_Report:Shape_Based_Segmentation_And_Registration|Progress_Report:Shape_Based_Segmentation_And_Registration]] | * [[Progress_Report:Shape_Based_Segmentation_And_Registration|Progress_Report:Shape_Based_Segmentation_And_Registration]] | ||
Revision as of 19:14, 3 September 2007
Home < Projects:InterleavedSegmentationAndRegistrationInterleaved Segmentation and Registration
Back to NA-MIC_Collaborations
Objective
To improve segmentation of brain structures.
Progress
We have combined registration of an atlas with MRI images using the Expectation-Maximization algorithm which simultaneously estimates image inhomogeneities, anatomical label maps, and a mapping from the atlas to the image space. The software is being ported to ITK.
Recent Publications
- K.M. Pohl, J. Fisher, J.J. Levitt, M.E. Shenton, R. Kikinis, W.E.L. Grimson, and W.M. Wells, “ A Unifying Approach to Registration, Segmentation, and Intensity Correction, ” In Proc. MICCAI 2005: Eigth International Conference on Medical Image Computing and Computer Assisted Intervention, Palm Springs, CA, USA, Springer-Verlag, Part I, vol. 3749 of Lecture Notes in Computer Science, pp. 310-318, 2005
Key Investigators:
- BWH: Sylvain Bouix, Motoaki Nakamura, Min-Seong Koo, Martha Shenton.
- MIT: Kilian Pohl, Sandy Wells, Eric Grimson
- Kitware: Luis Ibanez, Karthik Krishnan
Links
