EM-stellar: benchmarking deep learning for electron microscopy image segmentation.
Afshin KhadangiThomas BoudierVijay RajagopalPublished in: Bioinform. (2021)
Keyphrases
- deep learning
- electron microscopy
- image segmentation
- unsupervised learning
- expectation maximization
- x ray
- low energy
- image stacks
- em algorithm
- unsupervised feature learning
- machine learning
- thin film
- segmentation algorithm
- markov random field
- active contours
- multiscale
- image processing
- graph cuts
- computer vision
- deformable models
- object segmentation
- mental models
- supervised learning
- region growing
- segmentation method
- weakly supervised
- deep architectures
- probabilistic model
- feature selection
- shape prior
- feature space
- level set
- object detection
- neural nets
- medical images
- k means
- neural network