Inverse Problems in Imaging and Computer Vision - From Regularization Theory to Bayesian Inference.
Ali Mohammad-DjafariPublished in: VISAPP (1) (2010)
Keyphrases
- inverse problems
- bayesian inference
- computer vision
- image reconstruction
- global optimization
- convex optimization
- regularization methods
- prior information
- probabilistic model
- image processing
- optimization methods
- regularization method
- image analysis
- hyperparameters
- object recognition
- optimization problems
- early vision
- partial differential equations
- machine learning
- image sequences
- smoothness constraint
- particle filter
- video sequences
- optical flow
- prior knowledge
- bayesian networks
- image segmentation
- cross validation
- search space