Super-resolution in magnetic resonance imaging : a review
For the last 15 years, super-resolution (SR) algorithms have successfully been applied to magnetic resonance imaging (MRI) data to increase the spatial resolution of scans after acquisition has been performed, thus facilitating the doctors' diagnosis. The variety of application and techniques h...
| Hlavní autoři: | , , , |
|---|---|
| Další autoři: | |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydáno: |
2013
|
| On-line přístup: | https://hdl.handle.net/10356/97447 http://hdl.handle.net/10220/13153 |
| _version_ | 1826128338955010048 |
|---|---|
| author | Van Reeth, Eric Tan, Cher Heng Poh, Chueh Loo Tham, Ivan W. K. |
| author2 | School of Chemical and Biomedical Engineering |
| author_facet | School of Chemical and Biomedical Engineering Van Reeth, Eric Tan, Cher Heng Poh, Chueh Loo Tham, Ivan W. K. |
| author_sort | Van Reeth, Eric |
| collection | NTU |
| description | For the last 15 years, super-resolution (SR) algorithms have successfully been applied to magnetic resonance imaging (MRI) data to increase the spatial resolution of scans after acquisition has been performed, thus facilitating the doctors' diagnosis. The variety of application and techniques has grown ever since, especially in the MRI modality, showing the interest of the community to such postacquisition processing. This article presents a review of the general principle of SR as well as how this principle has been adapted to MRI data. The main algorithms and the principal acquisition protocols are detailed for both static and moving subjects. The presented strategies are discussed and compared according to the data specificities. Later, different ways of measuring the resolution enhancement and quantify the benefit of SR are detailed. Finally, unexplored perspectives on the application of SR to MRI data are discussed. |
| first_indexed | 2024-10-01T07:23:22Z |
| format | Journal Article |
| id | ntu-10356/97447 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:23:22Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | ntu-10356/974472020-03-07T11:35:37Z Super-resolution in magnetic resonance imaging : a review Van Reeth, Eric Tan, Cher Heng Poh, Chueh Loo Tham, Ivan W. K. School of Chemical and Biomedical Engineering For the last 15 years, super-resolution (SR) algorithms have successfully been applied to magnetic resonance imaging (MRI) data to increase the spatial resolution of scans after acquisition has been performed, thus facilitating the doctors' diagnosis. The variety of application and techniques has grown ever since, especially in the MRI modality, showing the interest of the community to such postacquisition processing. This article presents a review of the general principle of SR as well as how this principle has been adapted to MRI data. The main algorithms and the principal acquisition protocols are detailed for both static and moving subjects. The presented strategies are discussed and compared according to the data specificities. Later, different ways of measuring the resolution enhancement and quantify the benefit of SR are detailed. Finally, unexplored perspectives on the application of SR to MRI data are discussed. 2013-08-16T03:55:31Z 2019-12-06T19:42:52Z 2013-08-16T03:55:31Z 2019-12-06T19:42:52Z 2012 2012 Journal Article Van Reeth, E., Tham, I. W. K., Tan, C. H.,& Poh, C. L. (2012). Super-resolution in magnetic resonance imaging: A review. Concepts in Magnetic Resonance Part A, 40A(6), 306-325. 1546-6086 https://hdl.handle.net/10356/97447 http://hdl.handle.net/10220/13153 10.1002/cmr.a.21249 en Concepts in magnetic resonance part A |
| spellingShingle | Van Reeth, Eric Tan, Cher Heng Poh, Chueh Loo Tham, Ivan W. K. Super-resolution in magnetic resonance imaging : a review |
| title | Super-resolution in magnetic resonance imaging : a review |
| title_full | Super-resolution in magnetic resonance imaging : a review |
| title_fullStr | Super-resolution in magnetic resonance imaging : a review |
| title_full_unstemmed | Super-resolution in magnetic resonance imaging : a review |
| title_short | Super-resolution in magnetic resonance imaging : a review |
| title_sort | super resolution in magnetic resonance imaging a review |
| url | https://hdl.handle.net/10356/97447 http://hdl.handle.net/10220/13153 |
| work_keys_str_mv | AT vanreetheric superresolutioninmagneticresonanceimagingareview AT tancherheng superresolutioninmagneticresonanceimagingareview AT pohchuehloo superresolutioninmagneticresonanceimagingareview AT thamivanwk superresolutioninmagneticresonanceimagingareview |