Considerations on C/T matrix-based polsar land classification and explorations on stokes vector-based method.
Fang ShangAkira HirosePublished in: IGARSS (2014)
Keyphrases
- classification method
- high accuracy
- support vector machine
- preprocessing
- detection method
- machine learning methods
- significant improvement
- classification algorithm
- classification accuracy
- dynamic programming
- support vector machine svm
- training samples
- unsupervised learning
- decision rules
- benchmark data sets
- decision trees
- machine learning
- classification process
- accuracy rate
- sparse matrix
- objective function
- image classification
- feature set
- computational cost
- feature vectors
- pairwise
- singular value decomposition
- dimension reduction
- pattern classification
- support vector
- similarity measure
- transformation matrix
- data sets