Please use this identifier to cite or link to this item:
https://doi.org/10.15480/882.4412
Publisher DOI: | 10.18416/ijmpi.2022.2203042 | Title: | Fast and artifact reducing joint multi-patch MPI reconstruction | Language: | English | Authors: | Zdun, Lena Boberg, Marija ![]() Brandt, Christina |
Issue Date: | 21-Mar-2022 | Publisher: | Infinite Science Publishing | Source: | International Journal on Magnetic Particle Imaging 8 (1, Suppl 1): 2203042 (2022) | Abstract (english): | The method of magnetic particle imaging (MPI) has a limited field of view due to physiological constraints. It is thus necessary to enlarge the field of view by a multi-patch approach in order to cover larger volumes. During reconstruction, truncation artifacts arise at the patches boundaries. We apply stochastic primal-dual hybrid gradient method to jointly reconstruct multi-patch magnetic particle images. We are thus able to apply a regularization taking into account neighborhood structures, not only on one patch but over all patches. Our experiments show that the quality of our reconstructions is significantly higher than those obtained by Kaczmarz method. Moreover, a joint reconstruction considerably reduces the computational costs compared to multiple single-patch reconstructions. |
URI: | http://hdl.handle.net/11420/12576 | DOI: | 10.15480/882.4412 | ISSN: | 2365-9033 | Journal: | International journal on magnetic particle imaging | Institute: | Biomedizinische Bildgebung E-5 | Document Type: | Article | Project: | Modellierung, Simulation und Optimierung mit fluiddynamischen Anwendungen | Funded by: | Deutsche Forschungsgemeinschaft (DFG) | License: | ![]() |
Appears in Collections: | Publications with fulltext |
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437-Article Text-2166-1-10-20220320.pdf | Verlags-PDF | 414,36 kB | Adobe PDF | View/Open![]() |
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