Bayesian inference for inverse problems in signal and image processing and applications.
Ali Mohammad-DjafariPublished in: Int. J. Imaging Syst. Technol. (2006)
Keyphrases
- signal and image processing
- bayesian inference
- inverse problems
- image reconstruction
- global optimization
- signal processing
- convex optimization
- probabilistic model
- prior information
- fourier transform
- optimization methods
- hyperparameters
- optimization problems
- image processing
- early vision
- partial differential equations
- particle filter
- smoothness constraint
- evolutionary algorithm
- motion model
- neural network
- image compression
- computational complexity