Representability of human motions by factorial hidden Markov models.
Dana KulicWataru TakanoYoshihiko NakamuraPublished in: IROS (2007)
Keyphrases
- hidden markov models
- human motion
- motion capture
- human body
- linear dynamical systems
- image sequences
- spatio temporal
- video sequences
- motion recognition
- particle filtering
- speech recognition
- human actions
- markov model
- gesture recognition
- motion capture data
- viterbi algorithm
- conditional random fields
- sequential data
- markov models
- hidden state
- discriminative training
- continuous hidden markov models
- motion estimation
- hidden states
- k means
- stochastic context free grammars
- object recognition