Human action recognition using an ensemble of body-part detectors.
Bhaskar ChakrabortyAndrew D. BagdanovJordi GonzàlezF. Xavier RocaPublished in: Expert Syst. J. Knowl. Eng. (2013)
Keyphrases
- body parts
- human body
- pose estimation
- action recognition
- human motion
- motion tracking
- human pose estimation
- video sequences
- human pose
- weak classifiers
- video frames
- ensemble methods
- object detection
- mean shift
- articulated model
- spatial and temporal
- training data
- training set
- data association
- body shape
- feature selection
- three dimensional
- random forests
- spatial layout
- motion capture
- pedestrian detection
- human actions
- markerless
- decision trees
- body posture
- machine learning