Improving classifiers with unlabeled weakly-related videos.
Christian LeistnerMartin GodecSamuel SchulterAmir SaffariManuel WerlbergerHorst BischofPublished in: CVPR (2011)
Keyphrases
- training data
- support vector
- class labels
- feature selection
- decision trees
- training set
- training examples
- video sequences
- learning algorithm
- supervised classification
- video analysis
- video data
- labeled and unlabeled data
- ensemble learning
- training samples
- unlabeled data
- machine learning methods
- video surveillance
- dynamic scenes
- classification models
- labeled data
- unsupervised learning
- feature set
- prior knowledge