Tracking Motion, Deformation, and Texture Using Conditionally Gaussian Processes.
Tim K. MarksJohn R. HersheyJavier R. MovellanPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2010)
Keyphrases
- gaussian processes
- deformable objects
- gaussian process
- gaussian process regression
- optical flow
- motion estimation
- human pose estimation
- image sequences
- covariance function
- gaussian process models
- human motion
- image registration
- hyperparameters
- particle filter
- feature points
- probabilistic model
- mean shift
- appearance model
- incremental learning
- multi task
- human detection
- graphical models
- moving objects
- machine learning