SOM and LVQ Classification of Endovascular Surgeons Using Motion-Based Metrics.
Benjamin D. KramerDylan P. LoseyMarcia K. O'MalleyPublished in: WSOM (2016)
Keyphrases
- learning vector quantization
- self organizing maps
- feature vectors
- supervised learning
- classification accuracy
- unsupervised learning
- generalization ability
- classification algorithm
- space time
- neural network
- class labels
- support vector machine svm
- support vector machine
- moving objects
- image sequences
- feature extraction
- machine learning
- input space
- classification method
- camera motion
- feature selection
- kohonen self organizing map
- support vector
- feature space
- image classification
- data sets
- visual inspection
- competitive learning
- optical flow
- surgical training
- motion capture
- motion analysis
- motion model
- decision trees
- pose estimation
- image registration