Growing Self-Organizing Maps for Surface Reconstruction from Unstructured Point Clouds.
Renata L. M. E. do RegoAluizio F. R. AraújoFernando Buarque de Lima NetoPublished in: IJCNN (2007)
Keyphrases
- self organizing maps
- surface reconstruction
- point cloud
- structure from motion
- neural network
- competitive learning
- unsupervised learning
- surface normals
- point sets
- gradient field
- triangular mesh
- topology preserving
- input data
- surface fitting
- k means
- multi view stereo
- camera motion
- maximum likelihood
- supervised learning
- image data
- reconstruction method
- visual hull
- active learning
- smooth surfaces
- training data
- three dimensional
- image segmentation