Self-Supervised Deep Unrolled Reconstruction Using Regularization by Denoising.
Peizhou HuangChaoyi ZhangXiaoliang ZhangXiaojuan LiDong LiangLeslie YingPublished in: IEEE Trans. Medical Imaging (2024)
Keyphrases
- denoising
- image denoising
- spatially adaptive
- image deconvolution
- total variation regularization
- total variation
- natural images
- vector valued images
- wiener filter
- denoising algorithm
- noisy images
- basis pursuit
- regularization methods
- gaussian noise
- image processing
- image reconstruction
- noise removal
- compressed sensing
- three dimensional
- wavelet domain
- high resolution
- tomographic reconstruction
- discrete tomography
- fidelity term
- deep learning
- bilateral filter
- wavelet packet
- wavelet denoising
- regularization parameter
- additive gaussian noise
- beltrami flow
- nonlinear diffusion
- reconstruction process
- reproducing kernel hilbert space
- compressive sensing
- parameter selection
- regularization term
- transform domain
- reconstructed image
- noise level
- object recognition