Combining Self Training and Active Learning for Video Segmentation.
Alireza FathiMaria-Florina BalcanXiaofeng RenJames M. RehgPublished in: BMVC (2011)
Keyphrases
- video segmentation
- active learning
- uncertainty sampling
- semi supervised
- video sequences
- semi supervised learning
- video processing
- training set
- cost sensitive
- video frames
- segmentation method
- shot boundary detection
- video analysis
- experimental design
- video editing
- machine learning
- co training
- labeled data
- learning algorithm
- random sampling
- training examples
- unlabeled data
- learning process
- training data
- transfer learning
- relevance feedback
- feature space
- image sequences
- video indexing and retrieval
- cut detection
- saliency estimation