3D Shape Segmentation Using Soft Density Peak Clustering and Semi-Supervised Learning.
Zhenyu ShuSipeng YangHaoyu WuShiqing XinChaoyi PangLadislav KavanLigang LiuPublished in: Comput. Aided Des. (2022)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- unlabeled data
- semi supervised clustering
- supervised learning
- semi supervised classification
- dirichlet process mixture models
- labeled data
- graph construction
- image segmentation
- clustering algorithm
- co training
- active learning
- machine learning
- unsupervised clustering
- clustering method
- k means
- segmentation method
- label propagation
- segmentation algorithm
- multi view
- training data
- graph based semi supervised learning
- pairwise
- manifold regularization
- learning models
- pairwise constraints
- three dimensional
- energy function
- data clustering
- spectral clustering
- semi supervised learning algorithms
- normalized cut
- decision trees
- level set
- model selection
- semi supervised learning methods
- computer vision
- labeled and unlabeled data
- learning environment
- metric learning
- transfer learning
- high dimensional data
- data points
- dimensionality reduction