Compacting MocapNET-based 3D Human Pose Estimation via Dimensionality Reduction.
Ammar QammazAntonis A. ArgyrosPublished in: PETRA (2023)
Keyphrases
- dimensionality reduction
- high dimensional
- high dimensionality
- high dimensional data
- principal component analysis
- pattern recognition and machine learning
- low dimensional
- feature extraction
- feature space
- data points
- data representation
- dimensionality reduction methods
- pattern recognition
- principal components
- structure preserving
- linear dimensionality reduction
- manifold learning
- linear discriminant analysis
- lower dimensional
- principal components analysis
- feature selection
- input space
- euclidean distance
- nonlinear dimensionality reduction
- preprocessing step
- random projections
- diffusion maps
- linear projection
- metric learning
- body parts
- information retrieval
- semi supervised dimensionality reduction
- intrinsic dimensionality
- locally linear embedding
- multidimensional scaling
- learning algorithm