Classification of Settlements in Satellite Images Using Holistic Feature Extraction.
Abida NajabIrshad KhanMuhammad ArshadAhmad FarooqPublished in: UKSim (2010)
Keyphrases
- satellite images
- feature extraction
- pattern classification
- support vector machine svm
- feature vectors
- image classification
- change detection
- satellite imagery
- pattern recognition
- remote sensing
- preprocessing
- landsat tm
- remotely sensed
- feature space
- feature selection
- high resolution satellite images
- multispectral
- feature extraction and classification
- classification accuracy
- feature representation
- classification method
- support vector machine
- text classification
- image feature extraction
- dimension reduction
- satellite data
- machine learning
- remotely sensed images
- decision trees
- extracting features
- quantitative analysis
- high quality
- feature set
- dimensionality reduction
- supervised learning
- extracted features
- wavelet transform
- support vector
- digital elevation models
- high resolution
- unsupervised learning
- multi spectral images
- principal component analysis