2010-11-22
General and efficient super-resolution method for multi-slice MRI
Publication
Publication
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , Volume 6361 LNCS - Issue PART 1 p. 615- 622
In this paper, a method is developed that reconstructs a high resolution image from an arbitrary set of multi-slice 3D MR images with a high in-plane resolution and a low through-plane resolution. Such images are often recorded to increase the efficiency of the acquisition. With a model of the acquisition of MR images, which is improved compared to previous super-resolution methods for MR images, a large system with linear equations is obtained. With the conjugated gradient method and this linear system, a high resolution image is reconstructed from MR images of an object. Also, a new and efficient method to apply an affine transformation to multi-dimensional images is presented. This method is used to efficiently reconstruction the high resolution image from multi-slice MR images with arbitrary orientations of the slices.
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| doi.org/10.1007/978-3-642-15705-9_75, hdl.handle.net/1765/27955 | |
| Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
| Organisation | Erasmus MC: University Medical Center Rotterdam |
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Poot, D., van Meir, V., & Sijbers, J. (2010). General and efficient super-resolution method for multi-slice MRI. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6361 LNCS, pp. 615–622). doi:10.1007/978-3-642-15705-9_75 |
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