Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field.
Alexander Oliver MaderCristian LorenzMartin BergtholdtJens von BergHauke SchrammJan ModersitzkiCarsten MeyerPublished in: GRAIL/MFCA/MICGen@MICCAI (2017)
Keyphrases
- conditional random fields
- automatically learned
- crf model
- graphical models
- long range
- probabilistic model
- higher order
- hidden markov models
- image labeling
- markov random field
- generative model
- maximum entropy
- object detection
- information extraction
- random fields
- sequence classification
- visual landmarks
- contextual features
- markov networks
- semantic segmentation
- efficient inference
- robot localization
- image processing
- ordinal scale
- structured prediction
- approximate inference
- superpixels
- parameter estimation
- pairwise