Dual Polarimetric SAR Covariance Matrix Estimation Using Deep Learning.
Adugna G. MullissaDiego MarcosMartin HeroldJohannes ReichePublished in: IGARSS (2020)
Keyphrases
- covariance matrix
- deep learning
- estimation error
- covariance matrices
- principal component analysis
- unsupervised learning
- polarimetric sar
- machine learning
- sample size
- unsupervised feature learning
- correlation matrix
- geometrical interpretation
- objective function
- weakly supervised
- parameter estimation
- higher order
- worst case
- mental models
- least squares
- evolutionary algorithm
- feature selection