Generating Mesh-based Shapes From Learned Latent Spaces of Point Clouds with VAE-GAN.
Cherdsak KingkanKoichi HashimotoPublished in: ICPR (2018)
Keyphrases
- point cloud
- latent space
- surface reconstruction
- structure from motion
- underlying manifold
- point cloud data
- point sets
- latent variables
- normal vectors
- laser scanner
- gaussian process latent variable models
- shape analysis
- shape descriptors
- shape model
- triangular mesh
- multi view reconstruction
- stereo camera
- dimensionality reduction
- statistical shape model
- high dimensional
- object recognition