Deep-learning with synthetic data enables automated picking of cryo-EM particle images of biological macromolecules.
Ruijie YaoJiaqiang QianQiang HuangPublished in: Bioinform. (2020)
Keyphrases
- synthetic data
- deep learning
- real image data
- data sets
- image features
- image retrieval
- three dimensional
- input image
- real world
- image database
- unsupervised learning
- object recognition
- multiple images
- lighting conditions
- test images
- electron microscopy
- natural images
- database
- pairwise
- image regions
- image annotation
- expectation maximization
- multiple objects
- co occurrence
- viewpoint
- unsupervised feature learning