FM-Sim: A Hybrid Protocol Simulator of Fluorescence Microscopy Neuroscience Assays with Integrated Bayesian Inference.
Donal StewartStephen GilmoreMichael A. CousinPublished in: HSB (2014)
Keyphrases
- bayesian inference
- fluorescence microscopy
- probabilistic model
- prior information
- hyperparameters
- image sequences
- bayesian model
- artificial intelligent systems
- hierarchical bayesian
- variational bayes
- signal processing
- statistical inference
- variational inference
- particle filter
- probabilistic modeling
- graph cuts
- hidden variables
- cognitive science
- gibbs sampler
- closed form
- variational approximation
- computer vision
- cross validation