Handshape Classification in a Reverse Dictionary of Sign Languages for the Deaf.
Alikhan AbutalipovAigerim JanaliyevaMedet MukushevAntonio CeroneAnara SandygulovaPublished in: DataMod@CIKM (2020)
Keyphrases
- sign recognition
- sign language
- classification accuracy
- machine learning
- pattern recognition
- decision trees
- support vector machine svm
- image classification
- automatic classification
- support vector
- unsupervised learning
- classification scheme
- supervised learning
- feature extraction
- benchmark datasets
- language independent
- expressive power
- classification rules
- learning algorithm
- sign language recognition
- hand tracking
- grammatical inference
- feature selection
- training data
- classification models
- classification algorithm
- decision rules
- training set
- hidden markov models
- text classification
- support vector machine