An approach for hyperspectral image classification by optimizing SVM using self organizing map.
Deepak Kumar JainSurendra Bilouhan DubeyRishin Kumar ChoubeyAmit SinhalSiddharth Kumar ArjariaAmar JainHaoxiang WangPublished in: J. Comput. Sci. (2018)
Keyphrases
- self organizing maps
- hyperspectral image classification
- support vector machine svm
- hyperspectral
- active learning
- support vector
- feature maps
- neural network
- hyperspectral images
- support vector machine
- knn
- k means
- learning vector quantization
- kernel function
- unsupervised learning
- growing self organizing map
- input data
- remote sensing
- som neural network
- feature selection
- training set
- hyperspectral data
- machine learning
- feature vectors
- training process
- mutual information
- principal component analysis
- multispectral
- pairwise
- training data