An SVM-Based Nested Sliding Window Approach for Spectral-Spatial Classification of Hyperspectral Images.
Jiansi RenRuoxiang WangGang LiuYuanni WangWei WuPublished in: Remote. Sens. (2021)
Keyphrases
- hyperspectral images
- sliding window
- hyperspectral data
- hyperspectral
- hyperspectral imagery
- spectral features
- data streams
- spectral signatures
- hyperspectral image classification
- band selection
- spectral bands
- support vector machine svm
- fixed size
- remote sensing
- support vector machine
- multispectral
- multispectral images
- window size
- streaming data
- target detection
- spatial information
- infrared
- support vector
- variable size
- spectral data
- pixel classification
- change detection
- spectral resolution
- pattern recognition
- active learning
- stream data
- svm classifier
- reflectance spectra
- hyperspectral remote sensing
- image processing
- image registration
- feature extraction
- image reconstruction
- data distribution
- data sets