Background Fluorescence Estimation and Vesicle Segmentation in Live Cell Imaging With Conditional Random Fields.
Thierry PécotPatrick BouthemyJérôme BoulangerAnatole ChesselSabine BardinJean SalameroCharles KervrannPublished in: IEEE Trans. Image Process. (2015)
Keyphrases
- conditional random fields
- image labeling
- semantic segmentation
- crf model
- segmentation method
- image analysis
- markov random field
- probabilistic model
- graphical models
- information extraction
- sequence labeling
- hidden markov models
- higher order
- structured prediction
- segmentation algorithm
- live cell imaging
- image segmentation
- semi markov
- multiscale
- generative model
- energy function
- random fields
- superpixels
- pairwise
- named entity recognition
- machine learning
- parameter estimation
- approximate inference
- web page prediction
- level set
- shape prior
- bounding box
- computer vision
- data mining
- information retrieval
- bayesian networks
- object segmentation
- prior knowledge
- active contours