Heuristic Genetic Algorithm-Based Support Vector Classifier for Recognition of Remote Sensing Images.
Chunhong ZhengGuiwen ZhengLicheng JiaoPublished in: ISNN (1) (2004)
Keyphrases
- remote sensing images
- support vector
- change detection
- multispectral
- remote sensing
- support vector machine
- svm classifier
- recognition rate
- marked point processes
- feature selection
- high recognition rate
- remotely sensed images
- multispectral images
- object recognition
- multi spectral images
- landsat etm
- feature extraction
- cross validation
- training examples
- kernel function
- decision function
- hyperplane
- pattern recognition
- decision trees
- logistic regression
- feature space
- optimal solution
- training set
- remote sensing data
- binary classification
- satellite images
- classification accuracy
- image registration
- land cover
- high quality
- learning algorithm
- pattern classification
- feature vectors
- image analysis
- training samples
- multi class
- feature set