An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition.
Sandrine TornayOya AranMathew Magimai-DossPublished in: LREC (2020)
Keyphrases
- model selection
- gesture recognition
- sign language
- hidden markov models
- sign language recognition
- cross validation
- hand gestures
- human computer interaction
- sign recognition
- parameter estimation
- hand tracking
- hand gesture recognition
- american sign language
- motion segmentation
- stereo camera
- machine learning
- feature selection
- mixture model
- selection criterion
- artificial intelligence
- information criterion
- marginal likelihood
- depth data
- hand shape
- hand motion