A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative.
Justus SchockMarcin KopaczkaBenjamin AgtheJie HuangPaul KruseDaniel TruhnStefan ConradGerald AntochChristiane KuhlSven NebelungDorit MerhofPublished in: ShapeMI@MICCAI (2020)
Keyphrases
- synthetic data
- data sets
- ground truth data
- statistical methods
- segmentation algorithm
- prior information
- image data
- input data
- prior knowledge
- volumetric data
- fully automatic
- edge detection
- training data
- segmentation method
- model fitting
- segmentation errors
- segmentation accuracy
- computer assisted
- energy function
- missing data
- clustering method
- d objects
- data points
- pairwise
- three dimensional
- semantic information
- intensity images
- data sources
- similarity measure
- image sequences