summary-methods

summary,ANY-method

summary,aws-method

summary,awssegment-method

summary,ICIsmooth-method

summary,kernsm-method

The method provides summary information for objects of class <code>"aws"</code>.

methods

 utilities

We provide a collection of R-functions implementing
adaptive smoothing procedures in 1D, 2D and 3D. This includes the
Propagation-Separation Approach to adaptive smoothing,
the Intersecting Confidence Intervals (ICI), variational approaches and a non-local means filter.
The package is described in detail in Polzehl J, Papafitsoros K, Tabelow K (2020).
Patch-Wise Adaptive Weights Smoothing in R. Journal of Statistical Software, 95(6), 1-27.
<doi:10.18637/jss.v095.i06>,
Usage of the package in MR imaging is illustrated in Polzehl and Tabelow (2023),
Magnetic Resonance Brain Imaging, 2nd Ed. Appendix A, Springer, Use R! Series.
<doi:10.1007/978-3-031-38949-8>.

Joerg Polzehl

Adaptive Weights Smoothing

Felix Anker

summary-methods function

<dl> <dt>object</dt>
<dd>Object of class <code>"dti"</code>, <code>"dtiData"</code>, <code>"dtiTensor"</code>, <code>"dwiMixtensor"</code>, <code>"dtiIndices"</code>, <code>"dwiQball"</code> or <code>"dwiFiber"</code>.</dd> <dt>...</dt>
<dd>Additional arguments in <code>...</code> are passed to function <code>quantile</code>, e.g. argument <code>probs</code> may be specified here.</dd></dl>

Arguments

<dl><dt><code>signature(object = "ANY")</code></dt>
<dd>Generic function: see <code><a href="/link/summary?package=aws&version=2.5-6" data-mini-rdoc="aws::summary">summary</a></code>.</dd>
<dt><code>signature(object = "aws")</code></dt>
<dd>The function provides summary information for objects of class <code>"aws"</code></dd>
<dt><code>signature(object = "awssegment")</code></dt>
<dd>The function provides summary information for objects of class <code>"awssegment"</code></dd>
<dt><code>signature(object = "ICIsmooth")</code></dt>
<dd>The function provides summary information for objects of class <code>"ICIsmooth"</code></dd>
<dt><code>signature(object = "kernsm")</code></dt>
<dd>The function provides summary information for objects of class <code>"kernsm"</code></dd>
</dl>

Methods

J\"org Polzehl <a href="/link/polzehl%40wias-berlin.de?package=aws&version=2.5-6" data-mini-rdoc="aws::polzehl@wias-berlin.de">polzehl@wias-berlin.de</a>

Author

Methods for Function `summary' from package 'base' in Package `aws' — summary-methods

<dl>

 <dt>object</dt>
<dd>Object of class <code>"dti"</code>, <code>"dtiData"</code>, <code>"dtiTensor"</code>, <code>"dwiMixtensor"</code>, <code>"dtiIndices"</code>, <code>"dwiQball"</code> or <code>"dwiFiber"</code>.</dd>

 <dt>...</dt>
<dd>Additional arguments in <code>...</code> are passed to function <code>quantile</code>, e.g. argument <code>probs</code> may be specified here.</dd>

</dl>

<dl>

<dt><code>signature(object = "ANY")</code></dt>
<dd>Generic function: see <code><a href='https://rdrr.io/r/base/summary.html'>summary</a></code>.</dd>


<dt><code>signature(object = "aws")</code></dt>
<dd>The function provides summary information for objects of class <code>"aws"</code></dd>


<dt><code>signature(object = "awssegment")</code></dt>
<dd>The function provides summary information for objects of class <code>"awssegment"</code></dd>


<dt><code>signature(object = "ICIsmooth")</code></dt>
<dd>The function provides summary information for objects of class <code>"ICIsmooth"</code></dd>


<dt><code>signature(object = "kernsm")</code></dt>
<dd>The function provides summary information for objects of class <code>"kernsm"</code></dd>


</dl>

J\"org Polzehl <a href='mailto:polzehl@wias-berlin.de'>polzehl@wias-berlin.de</a>

summary-methods: Methods for Function `summary' from package 'base' in Package `aws'

Description

Arguments

Methods

Author

See Also