Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video.
Miguel JaquesMichael BurkeTimothy M. HospedalesPublished in: ICLR (2020)
Keyphrases
- parameter estimation
- multimedia
- maximum likelihood
- least squares
- special effects
- model selection
- em algorithm
- markov random field
- posterior distribution
- parameter estimation algorithm
- random fields
- statistical models
- video sequences
- video frames
- expectation maximization
- video data
- maximum likelihood estimation
- estimation problems
- parameter values
- model fitting
- physical models
- physical processes
- semi supervised
- approximate inference
- parameters estimation
- image processing
- position estimation
- parameter estimates
- hidden markov models
- higher order