Hand Body Language Gesture Recognition Based on Signals From Specialized Glove and Machine Learning Algorithms.
Pawel PlawiakTomasz SosnickiMichal NiedzwieckiZbislaw TaborKrzysztof RzeckiPublished in: IEEE Trans. Ind. Informatics (2016)
Keyphrases
- machine learning algorithms
- gesture recognition
- hand motion
- hand shape
- hand gestures
- sign language recognition
- benchmark data sets
- human hand
- hand tracking
- hand gesture recognition
- human computer interaction
- american sign language
- learning algorithm
- machine learning
- sign language
- hand pose
- upper body
- hidden markov models
- decision trees
- machine learning methods
- predictive accuracy
- random forests
- human robot interaction
- learning problems
- machine learning approaches
- hand postures
- input device
- machine learning systems
- stereo camera
- learning models
- degrees of freedom
- general purpose
- sign recognition
- depth data
- human body
- human machine interface
- data sets
- statistical machine learning
- multi class
- artificial intelligence
- pointing gestures