One-Shot Learning of Human Activity With an MAP Adapted GMM and Simplex-HMM.
Mario RodríguezCarlos OrriteCarlos MedranoDimitrios MakrisPublished in: IEEE Trans. Cybern. (2017)
Keyphrases
- human activities
- hidden markov models
- activity recognition
- human activity recognition
- gaussian mixture model
- sensor data
- action recognition
- human computer interaction
- human actions
- human interactions
- speaker identification
- speech recognition
- smart environments
- gaussian mixture
- em algorithm
- temporal structure
- feature vectors
- human knowledge
- activity analysis
- computer vision
- speech signal
- mixture model
- maximum likelihood
- image features
- information retrieval
- data sets