Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference.
Shayan ShekarforoushDavid B. LindellMarcus A. BrubakerDavid J. FleetPublished in: CoRR (2024)
Keyphrases
- expectation maximization
- pose estimation
- em algorithm
- probabilistic model
- three dimensional
- worst case
- discrete tomography
- bayesian inference
- search tree
- belief networks
- gibbs sampling
- maximum likelihood
- inference process
- electron microscopy
- mixture model
- parameter learning
- pose variations
- reconstruction method
- running times
- gaussian mixture model
- probabilistic inference
- computer vision
- d objects
- object recognition
- bayesian networks
- image segmentation