Feature Extraction and Pattern Recognition for Human Motion by a Deep Sparse Autoencoder.
Hailong LiuTadahiro TaniguchiPublished in: CIT (2014)
Keyphrases
- human motion
- feature extraction
- pattern recognition
- human body
- motion capture
- video sequences
- optical motion capture
- pattern classification
- image sequences
- image processing
- support vector machine svm
- spatio temporal
- human motion tracking
- body parts
- motion recognition
- feature vectors
- gait recognition
- human actions
- feature space
- human motion analysis
- human movements
- dimensionality reduction
- motion sequences
- dynamical model
- dimension reduction
- human movement
- motion capture data
- feature selection
- image classification
- face recognition
- articulated motion
- view invariant
- high dimensional
- principal component analysis
- human pose
- humanoid robot
- manifold learning
- articulated body
- deep learning
- restricted boltzmann machine
- moving objects
- motion history images
- motion synthesis
- optical flow