Training Samples Enriching Approach for Classification Improvement of VHR Remote Sensing Image.
Zhiyong LvGuangfei LiJixing YanJón Atli BenediktssonZhenzhen YouPublished in: IEEE Geosci. Remote. Sens. Lett. (2022)
Keyphrases
- training samples
- remote sensing images
- change detection
- remote sensing
- multispectral
- feature space
- training set
- training data
- nearest neighbor classifier
- multi spectral images
- decision boundary
- test sample
- supervised learning
- discriminative information
- hyperplane
- number of training samples
- learning algorithm
- high dimensional
- classification accuracy
- decision function
- representative samples
- aerial images
- satellite images
- base classifiers
- feature vectors
- hyperspectral
- sample set
- image processing
- text classification
- data streams
- feature extraction
- machine learning
- small number of samples