Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging.
Anna JezierskaHugues TalbotCaroline ChauxJean-Christophe PesquetGilbert EnglerPublished in: ISBI (2012)
Keyphrases
- parameter estimation
- gaussian noise
- microscopy imaging
- image analysis
- denoising
- image restoration
- noisy images
- markov random field
- noise level
- maximum likelihood
- signal to noise ratio
- model selection
- noise removal
- least squares
- em algorithm
- impulse noise
- random fields
- closed form
- parameter estimation algorithm
- salt and pepper noise
- image denoising
- expectation maximization
- image enhancement
- parameter estimates
- cross validation
- natural images
- image processing