Image Segmentation Using Bayesian Inference for Convex Variant Mumford-Shah Variational Model.
Xu XiaoYou-Wei WenRaymond H. ChanTieyong ZengPublished in: SIAM J. Imaging Sci. (2024)
Keyphrases
- bayesian inference
- mumford shah
- image segmentation
- mumford shah functional
- piecewise constant
- piecewise smooth
- probabilistic model
- bayesian estimation
- prior information
- level set method
- curve evolution
- mumford shah model
- energy functional
- level set
- variational framework
- bayesian model
- hyperparameters
- total variation
- image deblurring
- hidden variables
- active contours
- particle filter
- image processing
- expectation maximization
- graph cuts
- energy minimization
- region growing
- segmentation algorithm
- multiscale
- computer vision
- energy function
- markov random field
- region merging
- higher order
- denoising
- bayesian networks