A Bayesian filtering approach to incorporate 2D/3D time-lapse confocal images for tracking angiogenic sprouting cells interacting with the gel matrix.
Lee-Ling S. OngJustin DauwelsMarcelo H. Ang Jr.H. Harry AsadaPublished in: Medical Image Anal. (2014)
Keyphrases
- bayesian filtering
- microscopy images
- confocal images
- particle filtering
- phase contrast
- kalman filter
- visual tracking
- object tracking
- particle filter
- multi channel
- appearance model
- mean shift
- proposal distribution
- electron microscopy
- motion analysis
- pose estimation
- partial occlusion
- image registration
- importance sampling
- robust tracking
- observation model
- motion segmentation
- nonrigid registration
- tracking framework
- low contrast
- object recognition
- human motion
- motion model
- human body
- state space