Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction.
Jiulong LiuAngelica I. Avilés-RiveroHui JiCarola-Bibiane SchönliebPublished in: Medical Image Anal. (2021)
Keyphrases
- image reconstruction
- shape prior
- reconstruction process
- reconstructed image
- compressed sensing
- graph cuts
- deformable models
- level set
- shape model
- active contours
- emission tomography
- reconstruction method
- image segmentation
- super resolution
- energy function
- tomographic reconstruction
- image registration
- positron emission tomography
- user interaction
- computed tomography
- maximum a posteriori
- signal reconstruction
- statistical models
- global optimization
- segmentation method
- prior knowledge
- medical imaging
- inverse problems
- image reconstruction algorithms
- energy functional
- limited angle
- segmentation algorithm
- respiratory motion
- motion artifacts
- bayesian framework
- radon transform
- prior information
- sparsely sampled
- deformation field
- ct scans
- high resolution
- pairwise