Novel hybrid classifier synergizing 3D_2D CNN with Support Vector Machine to enhance Hyperspectral image classification.
Sridevi SV. V. V. Bhagya SreeSudarshan RR. Prasanna KumarShanmugakumar MBalasubramanian EsakkiSurendar GanesanBalachandran SKanimozhi TJae Sung ChoiM. RithaniPublished in: ICCCNT (2023)
Keyphrases
- support vector machine
- hyperspectral image classification
- svm classifier
- support vector
- training data
- active learning
- feature selection
- multi class
- decision boundary
- training set
- classification method
- high classification accuracy
- hyperspectral
- classification algorithm
- cellular neural networks
- hyperspectral images
- support vector machine svm
- machine learning
- feature vectors
- feature space
- soft margin
- feature set
- convolutional neural network
- kernel methods
- image registration
- hyperplane
- support vectors
- svm classification
- decision forest
- learning algorithm
- image processing
- similarity measure
- knn
- nearest neighbor
- kernel function