Unsupervised Performance Evaluation of Image Segmentation.
Sébastien ChabrierBruno EmileChristophe RosenbergerHélène LaurentPublished in: EURASIP J. Adv. Signal Process. (2006)
Keyphrases
- image segmentation
- graph cuts
- unsupervised clustering
- texture image segmentation
- boundary detection
- normalized cut
- unsupervised learning
- object segmentation
- image analysis
- method for image segmentation
- active contours
- markov random field
- region growing
- segmentation algorithm
- semi supervised
- contour detection
- cluster validation
- supervised classification
- computer vision
- deformable models
- segmentation method
- data driven
- medical imaging
- model based segmentation
- markov random field model
- image processing
- image segmentation algorithm
- segmented images
- texture segmentation
- completely unsupervised
- watershed transformation
- segmenting images
- shape prior
- otsu method
- machine learning
- sea surface
- unsupervised image segmentation
- unsupervised methods
- fuzzy connectedness
- watershed segmentation
- fuzzy c means
- energy function
- gray level
- expectation maximization
- supervised learning
- input image
- training data