Kernel-based classification in complex-valued feature spaces for polarimetric SAR data.
Gabriele MoserSebastiano Bruno SerpicoPublished in: IGARSS (2014)
Keyphrases
- complex valued
- feature space
- sar data
- synthetic aperture radar
- sar imagery
- real valued
- training samples
- support vector
- polarimetric sar
- feature vectors
- training set
- sar images
- high dimensional
- support vector machine svm
- support vector machine
- machine learning
- feature extraction
- recurrent neural networks
- model selection
- kernel methods
- super resolution
- image classification
- feature set
- dimensionality reduction
- image reconstruction
- multispectral
- linear equations
- probabilistic model
- image processing