Motion-Augmented Inference and Joint Kernels in Structured Learning for Object Tracking.
Kumara RatnayakeMaria A. AmerPublished in: ICIAR (1) (2019)
Keyphrases
- object tracking
- structured learning
- image sequences
- moving objects
- structured prediction
- video sequences
- particle filter
- mean shift
- maximum margin
- appearance model
- bayesian inference
- space time
- conditional random fields
- human motion
- computer vision
- sparse representation
- max margin
- efficient learning
- learning models
- multiclass classification
- feature space
- kernel methods
- markov networks
- kernel function
- approximate inference
- multiple kernel learning
- latent variables
- support vector
- pairwise
- graphical models
- neural network