Title
General and efficient super-resolution method for multi-slice MRI
Author
Faculty/Department
Faculty of Sciences. Physics
Faculty of Pharmaceutical, Biomedical and Veterinary Sciences . Biomedical Sciences
Publication type
conferenceObject
Publication
Berlin :Springer, [*]
Subject
Physics
Computer. Automation
Source (book)
Medical image computing and computer-assisted intervention, MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010 / Jiang, Tianzi [edit.]; et al. [edit.]
ISBN - Hoofdstuk
978-3-642-15704-2
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Affiliation
University of Antwerp
Abstract
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.
Handle