Sparse reconstruction of the magnetic particle imaging system matrix.

Abstract:

:Magnetic particle imaging allows to determine the spatial distribution of magnetic nanoparticles in vivo. The system matrix in magnetic particle imaging is commonly acquired in a tedious calibration scan and requires to measure the system response at numerous positions in the field-of-view. In this paper, we propose a method that significantly reduces the number of required calibration scans. It exploits the special structure of the system matrix and applies sparse reconstruction techniques. Experiments show that the number of calibration scans can be reduced by a factor of ten with only marginal loss of image quality.

journal_name

IEEE Trans Med Imaging

authors

Knopp T,Weber A

doi

10.1109/TMI.2013.2258029

subject

Has Abstract

pub_date

2013-08-01 00:00:00

pages

1473-80

issue

8

eissn

0278-0062

issn

1558-254X

journal_volume

32

pub_type

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