Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop.
Benjamin BiggsOliver BoyneJames CharlesAndrew W. FitzgibbonRoberto CipollaPublished in: CoRR (2020)
Keyphrases
- expectation maximization
- em algorithm
- mixture model
- three dimensional
- image reconstruction
- generative model
- high resolution
- probabilistic model
- maximum likelihood
- reconstruction process
- high quality
- information systems
- unsupervised learning
- bayesian framework
- motion estimation
- k means
- image segmentation
- computerized tomography
- probability density function
- tomographic images
- data sets
- discrete tomography
- model based clustering
- discrete sets
- compressed sensing
- maximum likelihood estimation
- reconstructed image
- maximum a posteriori
- gaussian mixture model
- least squares
- neural network