Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors.
Eric WuNora BrackbillAlexander SherAlan M. LitkeEero P. SimoncelliE. J. ChichilniskyPublished in: NeurIPS (2022)
Keyphrases
- maximum a posteriori
- scene reconstruction
- map estimation
- multi view
- markov random field
- bayesian framework
- image reconstruction
- maximum likelihood
- camera motion
- scene structure
- posterior distribution
- em algorithm
- expectation maximization
- energy function
- structure from motion
- belief propagation
- receptive fields
- computer graphics
- machine learning
- natural images
- pairwise
- three dimensional
- image processing