Unbiased image segmentation assessment toolkit for quantitative differentiation of state-of-the-art algorithms and pipelines.
Vishakha GoyalNicholas J. SchaubTy C. VossNathan HotalingPublished in: BMC Bioinform. (2023)
Keyphrases
- image segmentation
- level set method
- computer vision
- assessment process
- multiscale
- contour detection
- boundary detection
- graph cuts
- qualitative and quantitative
- fuzzy connectedness
- unsupervised segmentation
- region growing
- segmentation algorithm
- image processing
- image analysis
- markov random field
- gray level
- spectral clustering
- big data
- unsupervised image segmentation
- data sets
- quality assessment
- method for image segmentation
- markov random field model
- model based segmentation
- case study
- image segmentation algorithm
- object segmentation
- quantitative and qualitative
- active contours
- level set
- perceptual grouping
- region segmentation
- active contour model
- decision trees
- fuzzy c means
- energy minimization
- probabilistic relaxation
- deformable models
- segmentation method