Human Pose Forecasting via Deep Markov Models.
Sam ToyerAnoop CherianTengda HanStephen GouldPublished in: CoRR (2017)
Keyphrases
- markov models
- human pose
- pose estimation
- human body
- action recognition
- maximum entropy
- markov model
- human detection
- body parts
- random fields
- higher order
- hidden markov models
- conditional random fields
- human actions
- depth images
- latent variables
- human motion
- computer vision
- graph structure
- markov chain
- activity recognition
- gaussian mixture model
- pedestrian detection
- machine learning
- feature points
- prior knowledge
- spatio temporal
- viewpoint
- image processing
- learning algorithm