Restoration of Hand-Drawn Architectural Drawings using Latent Space Mapping with Degradation Generator.
Nakkwan ChoiSeungjae LeeYongsik LeeSeungjoon YangPublished in: CVPR (2023)
Keyphrases
- hand drawn
- latent space
- low dimensional
- latent variables
- gaussian process
- generative model
- dimensionality reduction
- manifold learning
- gaussian process latent variable models
- gaussian processes
- parameter space
- lower dimensional
- high dimensional
- line drawings
- feature space
- matrix factorization
- probabilistic latent semantic analysis
- distance metric
- image processing
- gaussian mixture
- viewpoint
- bayesian framework
- random variables
- regression model
- high dimensional data
- model selection
- em algorithm
- maximum likelihood
- prior knowledge
- pattern recognition