Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos.
Natalia SokolovaKlaus SchoeffmannMario TaschwerDoris Putzgruber-AdamitschYosuf El-ShabrawiPublished in: MMM (2) (2020)
Keyphrases
- classification accuracy
- pattern recognition
- decision trees
- feature extraction
- classification algorithm
- image classification
- pattern classification
- feature vectors
- classification method
- classification systems
- preprocessing
- support vector machine
- decision rules
- supervised learning
- video sequences
- machine learning
- automatic classification
- event detection
- data sets
- video classification
- text classification
- video data
- model selection
- feature set
- feature space
- classification scheme
- support vector
- training data