Automatically Labeling Video Data Using Multi-class Active Learning.
Rong YanJie YangAlexander G. HauptmannPublished in: ICCV (2003)
Keyphrases
- multi class
- video data
- active learning
- shot boundaries
- video analysis
- video sequences
- video streams
- video content
- multimedia
- multi class problems
- video frames
- multi class classification
- pairwise
- support vector machine
- cost sensitive
- video retrieval
- binary classification
- semi supervised
- feature selection
- key frames
- labeled data
- training examples
- learning algorithm
- object detection
- multi class boosting
- class imbalance
- binary classifiers
- multi class classifier
- machine learning
- base classifiers
- supervised learning
- learning process
- image segmentation
- unlabeled data
- video shots
- feature vectors
- support vector
- multiple classes
- three dimensional
- computer vision
- data sets