General and Efficient Super-Resolution Method for Multi-slice MRI
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 multislice MR images with arbitrary orientations of the slices.
Super-resolution multi-slice imaging reconstruction conjugated gradients affine transformation multi-dimensional imaging
D.H.J.Poot V.Van Meir J.Sijbers
BIGR, Erasmus Medical Center, RotterdamVisionlab, University of Antwerp, Antwerp Visionlab, University of Antwerp, Antwerp
国际会议
北京
英文
615-622
2010-09-01（万方平台首次上网日期，不代表论文的发表时间）