Tracking Human Body Parts Using Particle Filters Constrained by Human Biomechanics.
Jesús Martínez del RincónJean-Christophe NebelDimitrios MakrisCarlos Orrite-UruñuelaPublished in: BMVC (2008)
Keyphrases
- particle filter
- human body parts
- body parts
- human body
- human motion
- robust tracking
- particle filtering
- object tracking
- data association
- articulated body
- visual tracking
- human pose estimation
- mean shift
- multiple object tracking
- state estimation
- pose estimation
- motion model
- kalman filter
- appearance model
- abrupt motion
- action recognition
- video sequences
- sequential monte carlo
- bayesian inference
- motion tracking
- human pose
- state space
- proposal distribution
- three dimensional
- multiple objects
- tracking framework
- image sequences
- spatio temporal
- computer vision
- reinforcement learning
- object recognition
- probabilistic model
- d objects
- human actions
- object detection