Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks.
Matthew SinclairAndreas SchuhKarl HahnKersten PetersenYing BaiJames BattenMichiel SchaapBen GlockerPublished in: CoRR (2020)
Keyphrases
- atlas construction
- joint segmentation
- groupwise registration
- image registration
- probabilistic atlas
- diffusion tensor
- registration process
- mr images
- deformable models
- deformable registration
- medical image analysis
- image segmentation
- atlas based segmentation
- tensor field
- image alignment
- edge detection
- surface meshes
- medical images
- single image
- input image
- image analysis
- anatomical structures
- image matching
- mutual information
- magnetic resonance
- registration errors
- motion estimation
- image data
- multiscale