Patch Based Classification of Remote Sensing Data: A Comparison of 2D-CNN, SVM and NN Classifiers.
Mahesh Pal AkshayHimanshu RohillaB. Charan TejaPublished in: CoRR (2020)
Keyphrases
- support vector
- svm classifier
- remote sensing data
- support vector machine svm
- classification algorithm
- classification method
- improves the classification accuracy
- support vector machine
- decision boundary
- support vector machine classifiers
- knn
- svm classification
- training set
- rule based classifier
- feature selection
- nearest neighbor
- high classification accuracy
- decision trees
- remote sensing
- nearest neighbour
- classification accuracy
- majority voting
- image classification
- ensemble classifier
- multiclass classification
- unbalanced data
- supervised classification
- machine learning
- training process
- neural network
- training data
- pattern recognition
- multispectral
- feature vectors
- generalization ability
- feature space
- feature set
- text classifiers
- multi class classification
- binary classification
- training samples
- land cover classification
- radial basis function
- discriminative classifiers
- linear svm
- multi layer perceptron
- multi class
- kernel function
- fold cross validation
- text classification
- hyperspectral images
- remote sensing images
- binary classifiers
- feature extraction
- high quality
- hyperspectral