The Power of Ensembles for Active Learning in Image Classification.
William H. BeluchTim GeneweinAndreas NürnbergerJan M. KöhlerPublished in: CVPR (2018)
Keyphrases
- image classification
- active learning
- image representation
- power consumption
- semi supervised
- visual words
- feature extraction
- decision trees
- image features
- supervised learning
- bag of features
- ensemble learning
- multi label
- bag of words
- learning strategies
- class specific
- labeled data
- active learning strategies
- pool based active learning
- music emotion classification
- semi supervised learning
- data mining
- machine learning
- unlabeled data
- wireless sensor networks
- learning algorithm