Human Motion Recognition Using Isomap and Dynamic Time Warping.
Jaron BlackburnEraldo RibeiroPublished in: Workshop on Human Motion (2007)
Keyphrases
- human motion
- dynamic time warping
- euclidean distance
- human body
- distance measure
- motion capture
- nonlinear dimensionality reduction
- dimension reduction
- optical motion capture
- video sequences
- dimensionality reduction
- image sequences
- manifold learning
- similarity measure
- principal component analysis
- motion sequences
- motion recognition
- similarity search
- human actions
- human movements
- spatio temporal
- gait recognition
- feature vectors
- feature extraction
- motion capture data
- motion synthesis
- distance function
- longest common subsequence
- high dimensional data
- data points
- computer vision
- locally linear embedding
- visual data
- data mining
- semi supervised
- pattern recognition
- feature selection