Active learning based on similarity level histogram and adaptive-scale sampling for very high resolution image classification.
Guangfei LiQuanxue GaoMing YangXinbo GaoPublished in: Neural Networks (2023)
Keyphrases
- image classification
- active learning
- random sampling
- adaptive sampling
- similarity measure
- active sampling
- sample selection
- sampling strategies
- selective sampling
- image representation
- distance function
- bag of words
- visual features
- nearest neighborhood
- experimental design
- visual words
- monte carlo
- euclidean distance
- learning strategies
- higher level
- sample size
- structural similarity
- supervised learning
- semi supervised
- image features
- multiscale
- machine learning