Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy.
Joris RoelsJonas De VylderJan AeltermanYvan SaeysWilfried PhilipsPublished in: ISBI (2017)
Keyphrases
- electron microscopy
- convolutional neural network
- image stacks
- microscopy images
- x ray
- low energy
- tubular structures
- segmentation algorithm
- image segmentation
- level set
- face detection
- search space
- thin film
- medical images
- medical imaging
- fully automatic
- multiscale
- energy function
- segmentation method
- region growing
- edge detection
- pruning method
- three dimensional
- machine learning
- video sequences