Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos.
Jay N. ParanjapeShameema SikderVishal M. PatelS. Swaroop VedulaPublished in: MICCAI (1) (2023)
Keyphrases
- benchmark datasets
- pattern recognition
- uci datasets
- support vector machine svm
- image classification
- feature set
- classification accuracy
- video content
- feature space
- training set
- video frames
- decision trees
- classification method
- training dataset
- pattern classification
- video surveillance
- classification scheme
- multimedia event detection
- video data
- text classification
- feature vectors
- video sequences
- feature extraction
- feature selection
- machine learning
- class labels
- classification algorithm
- supervised learning
- multimedia
- intraoperative
- computer vision
- fold cross validation
- video dataset
- neural network