Deep Convolutional Particle Filter with Adaptive Correlation Maps for Visual Tracking.
Reza Jalil MozhdehiYevgeniy ReznichenkoAbubakar SiddiqueHenry MedeirosPublished in: ICIP (2018)
Keyphrases
- visual tracking
- particle filter
- particle filtering
- object tracking
- appearance model
- state estimation
- data association
- hand tracking
- partial occlusion
- motion model
- state space
- multi target tracking
- mean shift
- robust visual tracking
- likelihood function
- abrupt motion
- robust tracking
- observation model
- multiple object tracking
- kalman filter
- importance sampling
- face tracking
- multiple objects
- multiple cues
- sequential monte carlo
- bayesian filtering
- particle filtering algorithm
- multiple targets
- simultaneous localization and mapping
- tracking framework
- markov chain monte carlo
- video sequences
- reinforcement learning
- computer vision
- object appearance
- image classification