Poisson shot noise parameter estimation from a single scanning electron microscopy image.
Stephen KockentiedtKlaus D. TönniesErhardt GierkeNico DziurowitzCarmen ThimSabine PlitzkoPublished in: Image Processing: Algorithms and Systems (2013)
Keyphrases
- parameter estimation
- random fields
- maximum likelihood
- markov random field
- electron microscopy
- image data
- input image
- least squares
- model selection
- em algorithm
- image segmentation
- image stacks
- parameter estimation algorithm
- edge detection
- high resolution
- segmentation method
- expectation maximization
- maximum likelihood estimates
- region of interest
- energy function
- similarity measure
- segmentation algorithm
- pixel level
- neural network
- shape model
- posterior probability
- three dimensional
- multiple objects
- image processing
- low energy
- higher order
- feature selection