Utilizing Variational Autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography.
Teemu SahlströmTanja TarvainenPublished in: SIAM J. Imaging Sci. (2023)
Keyphrases
- denoising
- image reconstruction
- image segmentation
- bayesian decision
- bayesian estimation
- bayesian networks
- tomographic reconstruction
- maximum likelihood
- bayesian learning
- variational methods
- data driven
- optical flow
- bayesian inference
- posterior distribution
- radon transform
- free energy
- optical flow computation
- dirichlet process mixture models
- sparsely sampled
- artificial neural networks