Multi-Grained Random Fields for Mitosis Identification in Time-Lapse Phase Contrast Microscopy Image Sequences.
Anan LiuJinhui TangWeizhi NieYuting SuPublished in: IEEE Trans. Medical Imaging (2017)
Keyphrases
- blood flow
- phase contrast
- random fields
- image sequences
- patient specific
- phase contrast microscopy
- parameter estimation
- markov random field
- conditional random fields
- maximum entropy
- random field models
- non stationary
- probabilistic model
- random field model
- motion analysis
- optical flow
- gibbs sampler
- motion model
- multi channel
- video sequences
- motion estimation
- image processing
- generative model
- medical images
- least squares
- natural language
- microscopy images
- multiscale
- bayesian networks
- image analysis
- three dimensional