Validation of Image Segmentation by Estimating Rater Bias and Variance.
Simon K. WarfieldKelly H. ZouWilliam M. Wells IIIPublished in: MICCAI (2) (2006)
Keyphrases
- image segmentation
- low variance
- variance reduction
- bias variance decomposition
- active contours
- deformable models
- boundary detection
- graph cuts
- medical imaging
- rigid body
- contour detection
- computer vision
- bias variance
- multiscale
- level set method
- image segmentation algorithm
- perceptual grouping
- variational level set
- markov random field
- sample size
- energy minimization
- image processing
- trade off
- cluster validation
- level set
- segmentation algorithm
- unsupervised segmentation
- segmented images
- segmentation method
- fuzzy c means
- region growing
- correlation coefficient
- covariance matrix
- naive bayes
- accurate estimation
- energy function
- image analysis
- probabilistic relaxation
- segmenting images
- multilevel thresholding
- edge weighted centroidal voronoi
- neural network