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Signal intensity correction for multichannel MR images using radon transformation
Author(s) -
Lee DongHoon,
Hong Cheolpyo,
Lee ManWoo,
Han BongSoo
Publication year - 2015
Publication title -
international journal of imaging systems and technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.359
H-Index - 47
eISSN - 1098-1098
pISSN - 0899-9457
DOI - 10.1002/ima.22131
Subject(s) - radon transform , intensity (physics) , imaging phantom , signal (programming language) , transformation (genetics) , projection (relational algebra) , radon , channel (broadcasting) , computer science , noise (video) , computer vision , artificial intelligence , mathematics , acoustics , optics , image (mathematics) , physics , algorithm , telecommunications , biochemistry , chemistry , quantum mechanics , gene , programming language
The purpose of this study is to correct signal intensity at low‐field MRI system with multichannel receiver coils using Radon transformation and filtered backprojection (FBP) method. An open‐type 0.32 T MRI system and a body size phantom were used to acquire the MR images. We used various types of coils from 2‐channels to 4‐channels, which minimized the loss of signal. In the intensity correction process, Radon transform was used for the images of each channel and low‐pass filtering was applied to reduce noise. After that FBP was used for the space transform again from the Radon space to the image space. We also made changes to the projection ranges and their intervals, and then confirmed them to evaluate the optimal parameters. All the intensity corrected results were compared with its original sum‐of‐square (SOS) images, and the corrected images showed more uniform and homogeneous intensities than the images without correction. In addition, these results were also shown in the quantitative values through the signal intensity variations according to the cut view along the horizontal lines of the images. The feasibility of our approach and results for signal intensity correction may be useful and helpful for the researchers of low‐field system with multichannel coils.