Physics of MRF regularization for segmentation of materials microstructure images.
Jeff P. SimmonsCraig PrzybylaStephen BrickerDae-Woo KimMary L. ComerPublished in: ICIP (2014)
Keyphrases
- segmentation method
- segmentation algorithm
- image segmentation
- segmentation errors
- adaptive thresholding
- image analysis
- test images
- segmented images
- input image
- image data
- image database
- markov random field
- mrf model
- fully automatic
- image registration
- grey level
- microscopy images
- ground truth
- image features
- accurate segmentation
- region growing
- microscopic images
- image regions
- image retrieval
- object recognition
- edge detection
- pixel wise
- pixel level
- multiple objects
- tubular structures
- three dimensional
- automatic segmentation
- medical images
- graph cuts
- pigmented skin lesions
- low level vision
- level set
- energy function
- variational framework
- random fields
- bounding box
- intensity distribution
- prior information
- outdoor scenes
- segmentation accuracy
- segmented regions
- superpixels
- image segmentation algorithms
- piecewise smooth
- mechanical properties
- mrf models
- higher order
- image processing
- automatically segmented
- vector valued images
- scene labeling