Tracing and segmentation of molecular patterns in 3-dimensional cryo-et/em density maps through algorithmic image processing and deep learning-based techniques.
Salim SazzedPublished in: CoRR (2024)
Keyphrases
- deep learning
- image processing
- image segmentation
- unsupervised learning
- multiscale
- unsupervised feature learning
- expectation maximization
- level set
- segmentation method
- computer vision
- segmentation algorithm
- pattern recognition
- machine learning
- three dimensional
- medical images
- object segmentation
- mental models
- shape prior
- maximum likelihood
- object recognition
- em algorithm
- dimensionality reduction
- denoising
- data mining
- image regions
- weakly supervised
- viewpoint