A reusable pipeline for large-scale fiber segmentation on unidirectional fiber beds using fully convolutional neural networks.
Alexandre Fioravante de SiqueiraDaniela Mayumi UshizimaStéfan van der WaltPublished in: CoRR (2021)
Keyphrases
- convolutional neural networks
- optical fiber
- segmentation method
- fiber optic
- image segmentation
- segmentation algorithm
- multiscale
- small scale
- image analysis
- diffusion tensor imaging
- diffusion weighted mri
- power distribution
- fully automatic
- level set
- medical images
- segmentation accuracy
- object segmentation
- fiber bundles
- energy function
- processing pipeline
- convolutional network
- edge detection