Metric Learning from Poses for Temporal Clustering of Human Motion.
Adolfo López-MendezJuergen GallJosep R. CasasLuc Van GoolPublished in: BMVC (2012)
Keyphrases
- human motion
- metric learning
- distance metric
- semi supervised clustering
- temporal segmentation
- spatio temporal
- human pose
- video sequences
- motion capture
- human body
- motion history images
- image sequences
- body parts
- pairwise
- semi supervised
- k means
- motion recognition
- multi task
- distance function
- human actions
- dimensionality reduction
- learning tasks
- data points
- euclidean distance
- mahalanobis metric
- feature space
- distance measure
- motion capture data
- unsupervised learning
- multi class
- spectral clustering
- three dimensional
- semi supervised learning
- image classification
- pattern recognition
- training data