Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN.
Ali AlammariAbm Rezbaul IslamJung-Hwan OhWallapak TavanapongJohnny WongPiet C. de GroenPublished in: ICIME (2017)
Keyphrases
- pattern recognition
- convolutional neural network
- automatic classification
- classification accuracy
- decision trees
- classification scheme
- cancer detection
- video sequences
- machine learning
- classification systems
- benchmark datasets
- text classification
- training set
- image classification
- data sets
- video data
- class labels
- action classification
- feature extraction
- machine learning methods
- video frames
- preprocessing
- colorectal cancer
- feature vectors
- feature selection
- support vector
- video analysis
- classification models
- pattern classification
- video content
- classification rules
- classification method
- classification algorithm
- svm classifier
- feature space
- support vector machine svm
- support vector machine