Unsupervised Multi-object Tracking via Dynamical VAE and Variational Inference.
Xiaoyu LinPublished in: ACM Multimedia (2022)
Keyphrases
- multi object tracking
- variational inference
- bayesian inference
- object detection
- multi camera
- topic models
- mixture model
- variational methods
- probabilistic model
- gaussian process
- probabilistic graphical models
- latent dirichlet allocation
- posterior distribution
- unsupervised learning
- closed form
- data association
- particle filtering
- semi supervised
- supervised learning
- prior information
- em algorithm
- particle filter
- three dimensional
- object tracking
- markov random field
- image sequences