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Magnetic Resonance Image Reconstruction Using Equation System Solving-Based Singularity Function Analysis
- Source :
- IEEE Embc, IEEE Embc, 2007, Lyon, France. pp.751--754
- Publication Year :
- 2007
- Publisher :
- HAL CCSD, 2007.
-
Abstract
- This paper presents a method of reconstructing magnetic resonance (MR) images from partial k-space using a so-called singularity function model. To estimate the parameters of the model, we propose a new technique based on equation system solving. The proposed reconstruction method is evaluated on both simulated and real brain MR data. It is also compared with existing techniques. The results show that this new strategy exhibits a great simplicity while offering a good reconstruction quality.
- Subjects :
- Image quality
[INFO.INFO-IM] Computer Science [cs]/Medical Imaging
Iterative reconstruction
Quality (physics)
Image Processing, Computer-Assisted
medicine
[INFO.INFO-IM]Computer Science [cs]/Medical Imaging
Humans
Computer vision
ComputingMilieux_MISCELLANEOUS
Mathematics
medicine.diagnostic_test
Estimation theory
business.industry
Brain
Singularity function
Magnetic resonance imaging
categ_st2i
Models, Theoretical
Magnetic Resonance Imaging
Reconstruction method
Radiography
reseau_international
Artificial intelligence
business
Algorithm
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- IEEE Embc, IEEE Embc, 2007, Lyon, France. pp.751--754
- Accession number :
- edsair.doi.dedup.....5af2819f39ebb679938f79f8617b1d9a