3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders.
Carlo BiffiJuan J. CerrolazaGiacomo TarroniAntonio de MarvaoStuart A. CookDeclan P. O'ReganDaniel RueckertPublished in: CoRR (2019)
Keyphrases
- high resolution
- image segmentation
- low resolution
- super resolution
- high resolution images
- cardiac mr images
- cardiac mri
- segmentation method
- framework for image segmentation
- segmentation algorithm
- blood pool
- remote sensing
- denoising
- image analysis
- higher resolution
- region growing
- multiple views
- magnetic resonance images
- medical images
- image processing
- variational framework
- cardiac magnetic resonance
- multiscale
- level set
- three dimensional
- high quality
- computer tomography
- energy function
- left ventricle
- low resolution images
- patient specific
- echocardiographic images
- depth map
- multislice
- positron emission tomography
- medical imaging
- field of view
- optical flow
- markov random field
- model based segmentation
- super resolution reconstruction
- x ray
- view synthesis
- active contours
- variational methods