Cell tracking using particle filters with implicit convex shape model in 4D confocal microscopy images.
Nisha RameshTolga TasdizenPublished in: ICIP (2014)
Keyphrases
- shape model
- particle filter
- confocal microscopy images
- object tracking
- particle filtering
- visual tracking
- level set segmentation
- kalman filter
- appearance model
- motion model
- mean shift
- monte carlo
- state space
- dendritic spines
- shape prior
- energy function
- active shape model
- importance sampling
- statistical shape model
- proposal distribution
- abrupt motion
- markov chain monte carlo
- shape variations
- bayesian inference
- active appearance models
- machine learning
- prior knowledge