Graphical Models for real-time capable gesture recognition.
Tobias RehrlNikolaus TheißingAlexander BannatJürgen GastDejan ArsicFrank WallhoffGerhard RigollChristoph MayerBernd RadigPublished in: ICIP (2010)
Keyphrases
- graphical models
- gesture recognition
- human machine interface
- depth cameras
- belief propagation
- human computer interaction
- probabilistic model
- random variables
- approximate inference
- hand postures
- probabilistic graphical models
- probabilistic inference
- hidden markov models
- conditional random fields
- structure learning
- bayesian networks
- sign language
- hand gestures
- statistical inference
- markov networks
- factor graphs
- conditional independence
- exact inference
- map inference
- belief networks
- structural learning
- sign recognition
- hand tracking
- hand motion
- statistical relational learning
- degrees of freedom
- object recognition