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HARP-I: A Harmonic Phase Interpolation Method for the Estimation of Motion From Tagged MR Images
- Source :
- IEEE Transactions on Medical Imaging, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2021, 40 (4), pp.1240-1252, IEEE Transactions on Medical Imaging, 2021, 40 (4), pp.1240-1252
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- International audience; We proposed a novel method called HARP-I, which enhances the estimation of motion from tagged Magnetic Resonance Imaging (MRI). The harmonic phase of the images is unwrapped and treated as noisy measurements of reference coordinates on a deformed domain, obtaining motion with high accuracy using Radial Basis Functions interpolations. Results were compared against Shortest Path HARP Refinement (SP-HR) and Sine-wave Modeling (SinMod), two harmonic image-based techniques for motion estimation from tagged images. HARP-I showed a favorable similarity with both methods under noise-free conditions, whereas a more robust performance was found in the presence of noise. Cardiac strain was better estimated using HARP-I at almost any motion level, giving strain maps with less artifacts. Additionally, HARP-I showed better temporal consistency as a new method was developed to fix phase jumps between frames. In conclusion, HARP-I showed to be a robust method for the estimation of motion and strain under ideal and non-ideal conditions.
- Subjects :
- Similarity (geometry)
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging
Phase (waves)
Harmonic (mathematics)
030204 cardiovascular system & hematology
030218 nuclear medicine & medical imaging
Harmonic analysis
Motion
03 medical and health sciences
0302 clinical medicine
Motion estimation
Image Processing, Computer-Assisted
Cardiac Strain
Electrical and Electronic Engineering
Cardiac MRI
Tagged MRI
SPAMM
HARP
Physics
Radiological and Ultrasound Technology
Sine-wave Modeling
CSPAMM
Harmonic Phase Analysis
Magnetic Resonance Imaging
Computer Science Applications
Noise
Cytokines
Astrophysics::Earth and Planetary Astrophysics
Carrier Proteins
Algorithm
Motion Estimation
Algorithms
Software
Interpolation
Subjects
Details
- ISSN :
- 1558254X and 02780062
- Volume :
- 40
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Medical Imaging
- Accession number :
- edsair.doi.dedup.....c8a609901c3a8cd62dfc1c0c1e38f767
- Full Text :
- https://doi.org/10.1109/tmi.2021.3051092