Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction.
Shichen LiuWeikai ChenTianye LiHao LiPublished in: CoRR (2019)
Keyphrases
- single view
- multi view
- implicit surfaces
- single view reconstruction
- surface reconstruction
- view dependent
- visual hull
- perspective projection
- multiple views
- arbitrary topology
- three dimensional
- semi supervised
- range images
- polyhedral objects
- unsupervised learning
- d mesh
- depth map
- smooth surfaces
- real time rendering
- co training
- d objects
- supervised learning
- vanishing points
- high quality
- x ray images
- objective function
- reconstruction method
- view invariant
- repetitive structures
- texture mapping
- computer graphics
- point cloud
- calibrated cameras
- viewpoint
- surface normals
- range data
- camera calibration
- d scene
- pose estimation
- learning algorithm