A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications
We recently developed a multiresolution PDE-based deformable surface whose deformation behavior is governed by partial differential equations (PDEs) such as the weighted minimal surface flow. Comparing with the level-set approach, our new model has better control of the mesh quality and model resolu...
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2006-01-01
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| Series: | International Journal of Biomedical Imaging |
| Online Access: | http://dx.doi.org/10.1155/IJBI/2006/87419 |
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| _version_ | 1850158442814111744 |
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| author | Ye Duan |
| author_facet | Ye Duan |
| author_sort | Ye Duan |
| collection | DOAJ |
| description | We recently developed a multiresolution PDE-based deformable
surface whose deformation behavior is governed by partial
differential equations (PDEs) such as the weighted minimal surface
flow. Comparing with the level-set approach, our new model has
better control of the mesh quality and model resolution, and is
much simpler to implement since all the computations are local.
The new deformable model is very useful for a variety of medical
imaging applications including boundary reconstruction, surface
visualization, data segmentation, and topology discovery. In this
paper, we demonstrate both the accuracy and robustness of our
model on areas such as medical image segmentation through a number
of experiments on both real (MRI/CT) and synthetic volumetric
datasets. |
| format | Article |
| id | doaj-art-64702c3cdd78467b9f81ff7d8f6b4e74 |
| institution | OA Journals |
| issn | 1687-4188 1687-4196 |
| language | English |
| publishDate | 2006-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Biomedical Imaging |
| spelling | doaj-art-64702c3cdd78467b9f81ff7d8f6b4e742025-08-20T02:23:52ZengWileyInternational Journal of Biomedical Imaging1687-41881687-41962006-01-01200610.1155/IJBI/2006/8741987419A Multiresolution PDE-Based Deformable Surface for Medical Imaging ApplicationsYe Duan0Computer Graphics and Image Understanding Lab, Department of Computer Science, College of Engineering, University of Missouri-Columbia, Columbia 65211-2060, MO, USAWe recently developed a multiresolution PDE-based deformable surface whose deformation behavior is governed by partial differential equations (PDEs) such as the weighted minimal surface flow. Comparing with the level-set approach, our new model has better control of the mesh quality and model resolution, and is much simpler to implement since all the computations are local. The new deformable model is very useful for a variety of medical imaging applications including boundary reconstruction, surface visualization, data segmentation, and topology discovery. In this paper, we demonstrate both the accuracy and robustness of our model on areas such as medical image segmentation through a number of experiments on both real (MRI/CT) and synthetic volumetric datasets.http://dx.doi.org/10.1155/IJBI/2006/87419 |
| spellingShingle | Ye Duan A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications International Journal of Biomedical Imaging |
| title | A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications |
| title_full | A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications |
| title_fullStr | A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications |
| title_full_unstemmed | A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications |
| title_short | A Multiresolution PDE-Based Deformable Surface for Medical Imaging Applications |
| title_sort | multiresolution pde based deformable surface for medical imaging applications |
| url | http://dx.doi.org/10.1155/IJBI/2006/87419 |
| work_keys_str_mv | AT yeduan amultiresolutionpdebaseddeformablesurfaceformedicalimagingapplications AT yeduan multiresolutionpdebaseddeformablesurfaceformedicalimagingapplications |