Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images.
Xichuan ZhouShengli LiFang TangKai QinShengdong HuShujun LiuPublished in: IEEE Geosci. Remote. Sens. Lett. (2017)
Keyphrases
- hyperspectral images
- spectral features
- deep learning
- hyperspectral data
- hyperspectral
- hyperspectral imagery
- spectral bands
- unsupervised feature learning
- spectral signatures
- remote sensing
- restricted boltzmann machine
- multispectral
- feature vectors
- spatial information
- multispectral images
- feature extraction
- machine learning
- unsupervised learning
- feature set
- feature space
- remote sensing images
- image processing
- pattern recognition
- information content
- infrared
- supervised learning
- spatial resolution
- co occurrence
- image features
- high dimensional
- object recognition
- false positives