Information Theory, Geometry and Statistics for Synthetic Aperture Radar Data

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Documentation for package ‘SITSAR’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as_polsar_array	Convert between PolSAR storage formats
as_polsar_vec	Convert between PolSAR storage formats
change_detection_metrics	Accuracy measures for change detection
change_map	Entropy-based change detection between two images
CompoundWishart	Compound complex Wishart models (R6)
compound_wishart	Compound complex Wishart distributions
dcgcw	Compound complex Wishart distributions
dctpcw	Compound complex Wishart distributions
dg0i	The G0I distribution for SAR intensities
dg0p	The G0 polarimetric distribution
dgammasar	The Gamma distribution for SAR intensities
dggamma	The generalized Gamma distribution for SAR intensities
distancesg0i	Stochastic distances between G0I distributions
distancesg0itable	Table of G0I stochastic distances between two image regions
DivergenceClassifier	Divergence-based classifier for SAR/PolSAR features (R6)
divergences	Divergences between Gaussian and complex Wishart models
divergence_classifier	Divergence-based classifier as a 'parsnip' model
divergence_gaussian	Divergences between Gaussian and complex Wishart models
divergence_type	Tuning parameters for the divergence classifier
divergence_wishart	Divergences between Gaussian and complex Wishart models
dwishart_sar	The scaled complex Wishart distribution
entropy	Shannon entropies of SAR and PolSAR models
EntropySegmenter	Entropy-based segmentation by (stochastic) EM (R6)
entropy_g0i	Shannon entropies of SAR and PolSAR models
entropy_g0p	Shannon entropies of SAR and PolSAR models
entropy_gamma	Shannon entropies of SAR and PolSAR models
entropy_ggamma	Shannon entropies of SAR and PolSAR models
entropy_map	Shannon entropy maps
entropy_test	Entropy-based test for two SAR samples
entropy_wishart	Shannon entropies of SAR and PolSAR models
G0I	G0I model for SAR intensities (R6)
g0iestimation	Estimation of G0I parameters
G0Polarimetric	G0 polarimetric model for PolSAR data (R6)
GammaSAR	Gamma model for SAR intensities (R6)
GGammaSAR	Generalized Gamma model for SAR intensities (R6)
glance.SARModel	Tidy and glance methods for SITSAR models
kappa_statistics	Kappa coefficient and overall accuracy
logLik.SARModel	Tidy and glance methods for SITSAR models
pg0i	The G0I distribution for SAR intensities
pgammasar	The Gamma distribution for SAR intensities
pggamma	The generalized Gamma distribution for SAR intensities
plot_map	Plot a map
polsar-format	Convert between PolSAR storage formats
polsar_example_sigma	Example PolSAR covariance matrices
qg0i	The G0I distribution for SAR intensities
qgammasar	The Gamma distribution for SAR intensities
qggamma	The generalized Gamma distribution for SAR intensities
rcgcw	Compound complex Wishart distributions
rctpcw	Compound complex Wishart distributions
renyi_kind	Tuning parameters for the divergence classifier
renyi_order	Tuning parameters for the divergence classifier
rg0i	The G0I distribution for SAR intensities
rg0p	The G0 polarimetric distribution
rgammasar	The Gamma distribution for SAR intensities
rggamma	The generalized Gamma distribution for SAR intensities
rwishart_sar	The scaled complex Wishart distribution
SanFrancisco150	San Francisco PolSAR image (150 x 150 pixels)
SanFrancisco150_gt	Ground truth of the San Francisco image
SARImage	SAR and PolSAR images (R6)
SARModel	Base R6 class for SAR and PolSAR statistical models
sarmodel-methods	Tidy and glance methods for SITSAR models
sar_features	Local features of SAR images for pixel classification
segment_sar	Entropy-based segmentation of a SAR/PolSAR image
tidy.SARModel	Tidy and glance methods for SITSAR models
update.divergence_classifier	Divergence-based classifier as a 'parsnip' model
WishartSAR	Scaled complex Wishart model for PolSAR data (R6)