EM-POSE: 3D Human Pose Estimation from Sparse Electromagnetic Trackers.
Manuel KaufmannYi ZhaoChengcheng TangLingling TaoChristopher D. TwiggJie SongRobert WangOtmar HilligesPublished in: ICCV (2021)
Keyphrases
- pose estimation
- expectation maximization
- body parts
- em algorithm
- visual tracking
- mean shift
- sparse representation
- robust tracking
- action detection
- head pose estimation
- object tracking
- mixture model
- maximum likelihood
- d objects
- particle filter
- gaussian mixture model
- probabilistic model
- high dimensional
- appearance model
- compressed sensing
- human pose
- sparse data
- position and orientation
- sparse coding
- simulation software
- generative model
- computer vision
- sparse matrix
- image segmentation
- tracking framework
- bayesian networks
- markov random field
- model selection
- unsupervised learning