A Novel Method to Model Image Creation Based on Mammographic Sensors Performance Parameters: A Theoretical Study.
Nektarios KalyvasAnastasia ChamogeorgakiChristos MichailAikaterini SkouroliakouPanagiotis LiaparinosIoannis ValaisGeorge FountosIoannis KandarakisPublished in: Sensors (2023)
Keyphrases
- statistical model
- segmentation method
- parameter space
- human head
- input data
- theoretical analysis
- prior information
- parametric models
- test images
- similarity measure
- probabilistic model
- reconstruction method
- regression analysis
- energy function
- energy functional
- image analysis
- gaussian mixture
- surface model
- objective function
- sensitivity analysis
- calibration method
- template matching
- image statistics
- estimation process
- linear model
- region of interest
- bayesian framework
- probability density function
- image set
- autoregressive
- geometric constraints
- image data
- image processing
- intensity distribution
- gaussian distribution
- pixel values
- parameter estimation
- segmentation algorithm
- em algorithm
- image classification
- single image
- maximum likelihood
- reconstruction process
- shape parameters
- expectation maximization
- prior model
- edge detection
- surface shape
- estimated parameters
- image features