MCMC Guided CNN Training and Segmentation for Pancreas Extraction.
Mu TianJinchan HeXiaxia YuChudong CaiYi GaoPublished in: IEEE Access (2021)
Keyphrases
- image segmentation
- segmentation method
- segmentation algorithm
- level set
- markov chain
- cellular neural networks
- region growing
- multiscale
- data association
- training process
- fully automatic
- object extraction
- features extraction
- multiple objects
- graph cuts
- information extraction
- monte carlo
- training set
- image analysis
- medical images
- least squares
- weighted sums
- convolutional neural network
- line extraction
- fully unsupervised
- color images
- segmentation accuracy
- segmented images
- markov chain monte carlo
- energy function
- shape prior
- posterior probability
- prior information
- test images
- generative model
- medical imaging
- training samples