Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising.
Lennart HusvogtStefan B. PlonerSiyu ChenDaniel StromerJulia SchottenhammlA. Yasin AlibhaiEric MoultNadia K. WaheedJames G. FujimotoAndreas MaierPublished in: CoRR (2020)
Keyphrases
- maximum a posteriori
- optical coherence tomography
- denoising
- coronary artery
- markov random field
- image denoising
- image reconstruction
- maximum likelihood
- noisy images
- image processing
- hyperparameters
- total variation
- wavelet domain
- natural images
- bayesian framework
- expectation maximization
- em algorithm
- energy function
- higher order
- x ray
- image restoration
- frequency domain
- super resolution
- probabilistic model
- multiresolution
- video sequences