A Simple Data Preprocessing and Postprocessing Techniques for SVM Classifier of Remote Sensing Multispectral Image Classification.
Manish Pratap SinghV. GayathriDebasis ChaudhuriPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- multispectral
- remote sensing
- image classification
- svm classifier
- post processing
- data preprocessing
- preprocessing
- remote sensing images
- remotely sensed data
- feature extraction
- change detection
- satellite images
- remote sensing data
- multispectral images
- support vector machine
- high spatial resolution
- hyperspectral
- land cover
- spatial resolution
- hyperspectral imagery
- image analysis
- preprocessing step
- remote sensing imagery
- land cover classification
- support vector machine svm
- image processing
- high resolution
- multi spectral images
- satellite data
- remotely sensed
- feature vectors
- hyperspectral images
- kernel function
- image fusion
- remotely sensed images
- data mining
- support vector
- spectral resolution
- feature selection
- spectral bands
- data sets
- pattern recognition
- image data
- image features
- training set
- hyperspectral data
- high quality
- feature ranking
- web usage mining
- multiresolution
- active learning
- text classification