U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets.
Théo EstienneMaria VakalopoulouStergios ChristodoulidisEnzo BattistellaMarvin LerousseauAlexandre CarreGuillaume KlausnerRoger SunCharlotte RobertStavroula G. MougiakakouNikos ParagiosEric DeutschPublished in: MICCAI (3) (2019)
Keyphrases
- joint segmentation
- image registration
- segmentation algorithm
- mr brain
- brain mr images
- image segmentation
- atlas based segmentation
- level set
- deformable shapes
- multi atlas
- cardiac mri
- registration process
- variational framework
- registration framework
- image volumes
- mr brain images
- segmentation accuracy
- robust segmentation
- image analysis
- multimodal images
- tissue segmentation
- segmentation method
- fully automatic
- brain structures
- medical image data
- multiscale
- brain mri
- deformable registration
- intensity distribution
- registration errors
- medical images
- automatic registration
- ct and mr images
- object segmentation
- computer vision
- region growing
- mutual information
- volumetric images
- medical imaging
- medical image registration
- point cloud
- magnetic resonance images
- shape prior