Active Learning for Classifying Template Matches in Historical Maps.
Benedikt BudigThomas C. van DijkPublished in: Discovery Science (2015)
Keyphrases
- active learning
- template matching
- aerial photographs
- random sampling
- selective sampling
- matching algorithm
- relevance feedback
- labeled data
- automatic classification
- semi supervised
- input image
- learning strategies
- imbalanced data classification
- historical data
- unlabeled data
- pairwise
- training set
- learning algorithm
- machine learning
- active learning strategies
- pool based active learning
- semi supervised learning
- data points
- case study
- batch mode
- historical documents
- matched points
- databases