Reduction of Point Cloud Artifacts Using Shape Priors Estimated with the Gaussian Process Latent Variable Model.
Jens KrenzinOlaf HellwichPublished in: GCPR (2016)
Keyphrases
- point cloud
- shape prior
- dense reconstruction
- graph cuts
- gaussian process latent variable models
- shape recovery
- structure from motion
- level set
- deformable models
- shape model
- active contours
- image segmentation
- point sets
- segmentation algorithm
- segmentation method
- global optimization
- multi view stereo
- camera parameters
- energy function
- data sets
- latent space
- shape variations
- machine learning
- image sequences
- training data
- bayesian framework
- probabilistic model
- statistical models
- least squares