Human activity monitoring based on hidden Markov models using a smartphone.
Rubén San-Segundo-HernándezJulián D. Echeverry-CorreaChristian Salamea PalaciosJosé Manuel PardoPublished in: IEEE Instrum. Meas. Mag. (2016)
Keyphrases
- hidden markov models
- human activities
- activity recognition
- human activity recognition
- human computer interaction
- sensor data
- action recognition
- markov models
- speech recognition
- hidden states
- human actions
- sequential data
- markov model
- sequence classification
- conditional random fields
- temporal structure
- hidden state
- random effects
- continuous hidden markov models
- gesture recognition
- stochastic context free grammars