Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos.
Jay N. ParanjapeShameema SikderVishal M. PatelS. Swaroop VedulaPublished in: CoRR (2023)
Keyphrases
- benchmark datasets
- pattern recognition
- classification algorithm
- decision trees
- support vector
- image classification
- training dataset
- automatic classification
- classification accuracy
- classification scheme
- multimedia event detection
- classification models
- classification rules
- feature set
- feature vectors
- machine learning
- support vector machine
- computer assisted
- data sets
- trecvid multimedia event detection
- video classification
- uci datasets
- neural network
- computer vision
- intraoperative
- feature selection
- video surveillance
- pattern classification
- feature extraction
- classification method
- video sequences
- training set
- support vector machine svm
- training samples
- knn
- supervised learning
- multi class