Nonparametric empirical Bayes estimation for multiplicative multiscale innovation in photon-limited imaging.
Wu ChengKeigo HirakawaPublished in: ICIP (2015)
Keyphrases
- empirical bayes
- multiscale
- image processing
- nonparametric regression
- density estimation
- kernel density estimation
- parametric models
- photon counting
- poisson noise
- parzen window
- estimation algorithm
- data driven
- case study
- image representation
- imaging systems
- accurate estimation
- medical imaging
- computer vision
- image analysis
- high resolution
- distortion correction
- denoising
- optical flow estimation
- maximum likelihood estimation
- parameter estimation
- data acquisition
- clinical applications
- knowledge management
- estimation process
- acquired images
- optical imaging
- coarse to fine
- filter bank