Semantic video classification by integrating unlabeled samples for classifier training.
Jianping FanHangzai LuoPublished in: SIGIR (2004)
Keyphrases
- classifier training
- unlabeled samples
- semantic video
- semi supervised
- semi supervised learning
- image classification
- incremental learning
- semi supervised classification
- training samples
- labeled data
- data distribution
- em algorithm
- inter related
- unlabeled data
- mixture model
- high confidence
- multi class
- video classification
- discriminative information
- labeled and unlabeled data
- label information
- active learning
- dictionary learning
- label propagation
- supervised learning
- unsupervised learning
- generative model
- error reduction
- class labels
- text categorization
- decision trees
- visual concepts
- co training
- multi label
- machine learning
- labeled training data
- multi modal
- feature vectors
- training data
- feature extraction