Estimating Nonplanar Flow from 2D Motion-blurred Widefield Microscopy Images via Deep Learning.
Adrian ShajkofciMichael LieblingPublished in: CoRR (2021)
Keyphrases
- deep learning
- microscopy images
- phase contrast
- multi channel
- unsupervised learning
- unsupervised feature learning
- machine learning
- flow field
- confocal images
- optical flow
- three dimensional
- electron microscopy
- weakly supervised
- motion field
- phase contrast images
- blood flow
- motion estimation
- video sequences
- image sequences
- mental models
- dimensionality reduction
- image data
- nonrigid registration
- object recognition
- training data
- image processing
- feature selection