Machine-learning-accelerated simulations enable heuristic-free surface reconstruction.
Xiaochen DuJames K. DamewoodJaclyn R. LungerReisel MillanBilge YildizLin LiRafael Gómez-BombarelliPublished in: CoRR (2023)
Keyphrases
- surface reconstruction
- machine learning
- range images
- range data
- point cloud
- photometric stereo
- surface normals
- multi view
- surface model
- computer vision
- space carving
- three dimensional
- gradient field
- single view
- surface fitting
- dynamic programming
- reconstruction method
- shape from texture
- triangular mesh
- surface geometry
- learning algorithm
- smooth surfaces
- surface patches
- active learning
- helmholtz stereopsis