3D CNN-PCA: A deep-learning-based parameterization for complex geomodels.
Yimin LiuLouis J. DurlofskyPublished in: Comput. Geosci. (2021)
Keyphrases
- deep learning
- principal component analysis
- unsupervised learning
- machine learning
- face recognition
- unsupervised feature learning
- high dimensional
- multi class
- pattern recognition
- face images
- dimensionality reduction
- maximum likelihood
- feature extraction
- viewpoint
- mental models
- weakly supervised
- decision trees
- deep architectures
- computer vision