Transfer Learning for Soil Spectroscopy Based on Convolutional Neural Networks and Its Application in Soil Clay Content Mapping Using Hyperspectral Imagery.
Lanfa LiuMin JiManfred F. BuchroithnerPublished in: Sensors (2018)
Keyphrases
- transfer learning
- hyperspectral imagery
- convolutional neural networks
- learning tasks
- labeled data
- hyperspectral
- knowledge transfer
- infrared
- reinforcement learning
- hyperspectral images
- target detection
- cross domain
- machine learning
- transfer knowledge
- multi task
- spatial resolution
- domain adaptation
- active learning
- multispectral
- learning algorithm
- collaborative filtering
- semi supervised
- target domain
- multimedia
- prior knowledge
- data sets
- machine learning algorithms
- multi band
- object recognition
- change detection