Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop.
Benjamin BiggsOliver BoyneJames CharlesAndrew W. FitzgibbonRoberto CipollaPublished in: ECCV (11) (2020)
Keyphrases
- expectation maximization
- em algorithm
- mixture model
- image reconstruction
- reconstruction process
- parameter estimation
- probabilistic model
- maximum likelihood
- three dimensional
- maximum a posteriori
- high resolution
- compressed sensing
- maximum likelihood estimation
- gaussian mixture model
- probability density function
- tomographic images
- error analysis
- discrete tomography
- information systems
- bayesian framework
- unsupervised learning
- image segmentation
- density estimation
- singular value decomposition
- shape recovery
- multi modal
- image quality
- feedback loop
- tomographic reconstruction
- prior knowledge