Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders.
Perla MayoMatteo CenciniKetan FataniaCarolin M. PirklMarion I. MenzelBjoern H. MenzeMichela TosettiMohammad GolbabaeePublished in: CoRR (2024)
Keyphrases
- denoising
- magnetic resonance
- image denoising
- image prior
- mr images
- noisy images
- medical images
- denoising algorithm
- total variation
- image deblurring
- natural images
- wavelet domain
- image registration
- image processing
- image data
- partial differential equations
- additive noise
- gaussian noise
- image restoration
- multiresolution
- blind deconvolution
- natural scenes
- maximum a posteriori
- deformable models
- high quality
- feature extraction