Based on HMM and SVM multilayer architecture classifier for Chinese sign language recognition with large vocabulary.
Jianjun YeHongxun YaoFeng JiangPublished in: ICIG (2004)
Keyphrases
- sign language recognition
- gesture recognition
- support vector
- svm classifier
- support vector machine
- sign language
- hidden markov models
- training data
- support vector machine svm
- feature selection
- feature space
- classification algorithm
- hand tracking
- training set
- human computer interaction
- feature vectors
- hand gestures
- training examples
- speech recognition
- train a support vector machine
- decision trees
- learning algorithm
- knn
- multi class
- hand gesture recognition
- object recognition
- machine learning
- feature set
- object detection
- active learning
- expert systems
- computer vision