Comparing ANN, SVM, and HMM based Machine Learning Methods for American Sign Language Recognition using Wearable Motion Sensors.
Rabeet FatmiSherif RashadRyan IntegliaPublished in: CCWC (2019)
Keyphrases
- american sign language
- motion patterns
- using artificial neural networks
- hand gestures
- gesture recognition
- hand gesture recognition
- hidden markov models
- artificial neural networks
- support vector
- sign language
- human computer interaction
- image sequences
- space time
- hand shape
- english text
- spatio temporal
- optical flow
- motion model
- motion analysis
- motion estimation
- moving objects
- knn
- feature selection
- camera motion
- human motion
- bayesian framework
- genetic algorithm
- video camera
- humanoid robot
- position and orientation
- range data
- appearance model
- feature vectors