Classification of Karate Kicks with Hidden Markov Models Classifier and Angle-Based Features.
Tomasz HachajMarek R. OgielaPublished in: CISP-BMEI (2018)
Keyphrases
- hidden markov models
- discriminative classifiers
- feature set
- classification method
- feature space
- svm classifier
- class labels
- classification accuracy
- extracted features
- feature vectors
- sequence classification
- support vector machine
- speech recognition
- markov models
- feature subset
- feature extraction
- feature selection
- svm classification
- decision trees
- conditional random fields
- support vector
- training samples
- hidden state
- training set
- markov model
- support vector machine svm
- sequential data
- baum welch
- hidden states
- discriminative training
- viterbi algorithm
- machine learning
- pattern recognition
- gesture recognition
- supervised learning
- binary features
- continuous hidden markov models
- multiple kernel learning
- weak classifiers
- humanoid robot
- reinforcement learning
- training data
- image classification
- visual speech
- minimum classification error