CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images.
Axel LevyFrédéric PoitevinJulien N. P. MartelYoussef NashedAriana PeckNina MiolaneDaniel RatnerMike DunneGordon WetzsteinPublished in: CoRR (2022)
Keyphrases
- three dimensional
- input image
- integral imaging
- tomographic images
- image data
- multiple images
- ground truth
- image features
- random fields
- image analysis
- object recognition
- computerized tomography
- reconstruction process
- image registration
- image database
- image classification
- electron microscopy
- high resolution images
- test images
- edge detection
- segmentation method
- image reconstruction
- image set
- image collections
- image retrieval
- probabilistic model
- d objects
- real objects
- x ray
- feature points
- maximum likelihood
- search tree
- lighting conditions
- reconstruction method
- segmentation algorithm
- generative model
- high resolution
- medical images