Human activity recognition using segmented body part and body joint features with hidden Markov models.
Md. Zia UddinPublished in: Multim. Tools Appl. (2017)
Keyphrases
- hidden markov models
- body parts
- human activities
- human body
- action recognition
- human interactions
- pose estimation
- continuous hidden markov models
- motion tracking
- activity recognition
- temporal structure
- human motion
- conditional random fields
- human actions
- sensor data
- gesture recognition
- human interaction
- feature vectors
- dynamic programming
- sequential data
- human pose
- high dimensional
- feature space
- computer vision
- human computer interaction
- text classification
- probabilistic model
- prior knowledge