Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy.
S. ShailjaJiaxiang JiangB. S. ManjunathPublished in: CoRR (2020)
Keyphrases
- semi supervised
- segmentation method
- microscopic images
- microscopy images
- motion segmentation
- cell nuclei
- level set
- segmentation algorithm
- automatic initialization
- image segmentation
- unlabeled data
- labeled data
- semi supervised learning
- pairwise
- active learning
- semi supervised classification
- label propagation
- live cell imaging
- multi view
- supervised learning
- particle filter
- multiscale
- fully automatic
- real time
- phase contrast
- confocal images
- kalman filter
- region growing
- medical images
- mean shift
- object tracking
- semi supervised dimensionality reduction
- white blood cells
- co training
- pairwise constraints
- semi supervised clustering
- machine learning
- three dimensional
- semi supervised learning methods
- bounding box
- multiple objects
- visual tracking
- medical imaging
- background subtraction
- fully unsupervised
- complex background
- object detection
- image registration
- occlusion detection
- training data
- object segmentation
- motion model
- appearance model