Detection of Masses in Mammogram Images Using Morphological Operators and Markov Random Fields.
Verónica Rodríguez-LópezRosebet Miranda-LunaJosé Anibal Arias-AguilarPublished in: MICAI (1) (2013)
Keyphrases
- mammogram images
- markov random field
- morphological operators
- breast cancer
- mammographic images
- mathematical morphology
- maximum a posteriori
- random fields
- morphological operations
- graph cuts
- higher order
- image segmentation
- belief propagation
- pairwise
- image restoration
- energy function
- colour images
- energy minimization
- structuring elements
- computer aided diagnosis
- mrf model
- potential functions
- region of interest
- high order
- non stationary
- image analysis
- low contrast
- pattern recognition
- gray scale
- digital mammograms
- multiscale
- similarity measure