Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery.
Shixin YuSteve De BackerPaul ScheundersPublished in: Pattern Recognit. Lett. (2002)
Keyphrases
- satellite imagery
- hyperspectral
- remote sensing
- nearest neighbor classifiers
- satellite images
- feature selection
- selective sampling
- change detection
- multispectral
- hyperspectral images
- remotely sensed
- prototype selection
- remote sensing images
- land cover
- small sample
- target detection
- image analysis
- nearest neighbor
- cross validation
- high resolution
- image processing
- support vector
- text classification
- urban areas
- decision trees
- nearest neighbor classification
- nearest neighbor classifier
- previously reported
- mutual information
- random sampling
- support vector machine
- machine learning
- infrared
- similarity measure
- feature space
- knn
- high dimensionality
- multispectral images
- training set
- classification accuracy
- high quality
- data sets
- distance measure
- database systems
- unsupervised learning
- active learning