Abstract: Widening the Focus - Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies.
Frederic MadestaRüdiger SchmitzThomas RöschRené WernerPublished in: Bildverarbeitung für die Medizin (2021)
Keyphrases
- image segmentation
- sampling strategies
- lessons learned
- multiscale
- gibbs sampler
- bayesian networks
- bayesian inference
- key issues
- real world
- markov chain monte carlo
- boundary detection
- probabilistic relaxation
- random sampling
- monte carlo
- markov random field
- image processing
- computer vision
- active contours
- sample size
- image parsing
- graph cuts
- parameter space
- region growing
- level set
- text mining
- image analysis
- high level
- inference process
- sampling strategy
- method for image segmentation
- unsupervised image segmentation
- level set method
- belief networks
- higher level
- information retrieval