An Efficient Active Learning Algorithm with Knowledge Transfer for Hyperspectral Data Analysis.
Goo JunJoydeep GhoshPublished in: IGARSS (1) (2008)
Keyphrases
- knowledge transfer
- hyperspectral
- learning algorithm
- data analysis
- transfer learning
- hyperspectral images
- remote sensing
- infrared
- multispectral
- learning tasks
- hyperspectral imagery
- hyperspectral imaging
- image data
- knowledge sharing
- target detection
- hyperspectral data
- spectral bands
- machine learning
- hyperspectral remote sensing
- active learning
- labeled data
- spectral data
- machine learning algorithms
- spectral resolution
- neural network
- information content
- training data
- pattern recognition
- unlabeled data
- data sets
- reflectance spectra
- data mining
- reinforcement learning
- change detection
- feature space
- information technology
- case study
- satellite images
- normal form
- semi supervised
- mutual information
- semi supervised learning