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 <h1>Module statistic Methods</h1>
 <p class="navigation-index">[<a href="#EvaluateImage">EvaluateImage</a> &bull; <a href="#FunctionImage">FunctionImage</a> &bull; <a href="#GetImageChannelMean">GetImageChannelMean</a> &bull; <a href="#GetImageChannelKurtosis">GetImageChannelKurtosis</a> &bull; <a href="#GetImageChannelRange">GetImageChannelRange</a> &bull; <a href="#GetImageChannelStatistics">GetImageChannelStatistics</a> &bull; <a href="#StatisticImage">StatisticImage</a>]</p>

 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="EvaluateImage">EvaluateImage</a></h2>
 <div class="doc-section">

 <p>EvaluateImage() applies a value to the image with an arithmetic, relational, or logical operator to an image. Use these operations to lighten or darken an image, to increase or decrease contrast in an image, or to produce the "negative" of an image.</p>

 <p>The format of the EvaluateImageChannel method is:</p>

 <pre class="code">
   MagickBooleanType EvaluateImage(Image *image,
     const MagickEvaluateOperator op,const double value,
     ExceptionInfo *exception)
   MagickBooleanType EvaluateImages(Image *images,
     const MagickEvaluateOperator op,const double value,
     ExceptionInfo *exception)
   MagickBooleanType EvaluateImageChannel(Image *image,
     const ChannelType channel,const MagickEvaluateOperator op,
     const double value,ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>channel</h5>
 <p>the channel.</p>

 <h5>op</h5>
 <p>A channel op.</p>

 <h5>value</h5>
 <p>A value value.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>
 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="FunctionImage">FunctionImage</a></h2>
 <div class="doc-section">

 <p>FunctionImage() applies a value to the image with an arithmetic, relational, or logical operator to an image. Use these operations to lighten or darken an image, to increase or decrease contrast in an image, or to produce the "negative" of an image.</p>

 <p>The format of the FunctionImageChannel method is:</p>

 <pre class="code">
   MagickBooleanType FunctionImage(Image *image,
     const MagickFunction function,const ssize_t number_parameters,
     const double *parameters,ExceptionInfo *exception)
   MagickBooleanType FunctionImageChannel(Image *image,
     const ChannelType channel,const MagickFunction function,
     const ssize_t number_parameters,const double *argument,
     ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>channel</h5>
 <p>the channel.</p>

 <h5>function</h5>
 <p>A channel function.</p>

 <h5>parameters</h5>
 <p>one or more parameters.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>
 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelMean">GetImageChannelMean</a></h2>
 <div class="doc-section">

 <p>GetImageChannelMean() returns the mean and standard deviation of one or more image channels.</p>

 <p>The format of the GetImageChannelMean method is:</p>

 <pre class="code">
   MagickBooleanType GetImageChannelMean(const Image *image,
     const ChannelType channel,double *mean,double *standard_deviation,
     ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>channel</h5>
 <p>the channel.</p>

 <h5>mean</h5>
 <p>the average value in the channel.</p>

 <h5>standard_deviation</h5>
 <p>the standard deviation of the channel.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>
 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelKurtosis">GetImageChannelKurtosis</a></h2>
 <div class="doc-section">

 <p>GetImageChannelKurtosis() returns the kurtosis and skewness of one or more image channels.</p>

 <p>The format of the GetImageChannelKurtosis method is:</p>

 <pre class="code">
   MagickBooleanType GetImageChannelKurtosis(const Image *image,
     const ChannelType channel,double *kurtosis,double *skewness,
     ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>channel</h5>
 <p>the channel.</p>

 <h5>kurtosis</h5>
 <p>the kurtosis of the channel.</p>

 <h5>skewness</h5>
 <p>the skewness of the channel.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>
 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelRange">GetImageChannelRange</a></h2>
 <div class="doc-section">

 <p>GetImageChannelRange() returns the range of one or more image channels.</p>

 <p>The format of the GetImageChannelRange method is:</p>

 <pre class="code">
   MagickBooleanType GetImageChannelRange(const Image *image,
     const ChannelType channel,double *minima,double *maxima,
     ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>channel</h5>
 <p>the channel.</p>

 <h5>minima</h5>
 <p>the minimum value in the channel.</p>

 <h5>maxima</h5>
 <p>the maximum value in the channel.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>
 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelStatistics">GetImageChannelStatistics</a></h2>
 <div class="doc-section">

 <p>GetImageChannelStatistics() returns statistics for each channel in the image.  The statistics include the channel depth, its minima, maxima, mean, standard deviation, kurtosis and skewness.  You can access the red channel mean, for example, like this:</p>

 <pre class="text">
   channel_statistics=GetImageChannelStatistics(image,exception);
   red_mean=channel_statistics[RedChannel].mean;
 </pre>

 <p>Use MagickRelinquishMemory() to free the statistics buffer.</p>

 <p>The format of the GetImageChannelStatistics method is:</p>

 <pre class="code">
   ChannelStatistics *GetImageChannelStatistics(const Image *image,
     ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>
 <h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="StatisticImage">StatisticImage</a></h2>
 <div class="doc-section">

 <p>StatisticImage() makes each pixel the min / max / median / mode / etc. of the neighborhood of the specified width and height.</p>

 <p>The format of the StatisticImage method is:</p>

 <pre class="code">
   Image *StatisticImage(const Image *image,const StatisticType type,
     const size_t width,const size_t height,ExceptionInfo *exception)
   Image *StatisticImageChannel(const Image *image,
     const ChannelType channel,const StatisticType type,
     const size_t width,const size_t height,ExceptionInfo *exception)
 </pre>

 <p>A description of each parameter follows:</p>

 <h5>image</h5>
 <p>the image.</p>

 <h5>channel</h5>
 <p>the image channel.</p>

 <h5>type</h5>
 <p>the statistic type (median, mode, etc.).</p>

 <h5>width</h5>
 <p>the width of the pixel neighborhood.</p>

 <h5>height</h5>
 <p>the height of the pixel neighborhood.</p>

 <h5>exception</h5>
 <p>return any errors or warnings in this structure.</p>

  </div>

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	<div class="main">

	<h1>Module statistic Methods</h1>
	<p class="navigation-index">[<a href="#EvaluateImage">EvaluateImage</a> • <a href="#FunctionImage">FunctionImage</a> • <a href="#GetImageChannelMean">GetImageChannelMean</a> • <a href="#GetImageChannelKurtosis">GetImageChannelKurtosis</a> • <a href="#GetImageChannelRange">GetImageChannelRange</a> • <a href="#GetImageChannelStatistics">GetImageChannelStatistics</a> • <a href="#StatisticImage">StatisticImage</a>]</p>

	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="EvaluateImage">EvaluateImage</a></h2>
	<div class="doc-section">

	<p>EvaluateImage() applies a value to the image with an arithmetic, relational, or logical operator to an image. Use these operations to lighten or darken an image, to increase or decrease contrast in an image, or to produce the "negative" of an image.</p>

	<p>The format of the EvaluateImageChannel method is:</p>

	<pre class="code">
	MagickBooleanType EvaluateImage(Image *image,
	const MagickEvaluateOperator op,const double value,
	ExceptionInfo *exception)
	MagickBooleanType EvaluateImages(Image *images,
	const MagickEvaluateOperator op,const double value,
	ExceptionInfo *exception)
	MagickBooleanType EvaluateImageChannel(Image *image,
	const ChannelType channel,const MagickEvaluateOperator op,
	const double value,ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>channel</h5>
	<p>the channel.</p>

	<h5>op</h5>
	<p>A channel op.</p>

	<h5>value</h5>
	<p>A value value.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>
	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="FunctionImage">FunctionImage</a></h2>
	<div class="doc-section">

	<p>FunctionImage() applies a value to the image with an arithmetic, relational, or logical operator to an image. Use these operations to lighten or darken an image, to increase or decrease contrast in an image, or to produce the "negative" of an image.</p>

	<p>The format of the FunctionImageChannel method is:</p>

	<pre class="code">
	MagickBooleanType FunctionImage(Image *image,
	const MagickFunction function,const ssize_t number_parameters,
	const double parameters,ExceptionInfo exception)
	MagickBooleanType FunctionImageChannel(Image *image,
	const ChannelType channel,const MagickFunction function,
	const ssize_t number_parameters,const double *argument,
	ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>channel</h5>
	<p>the channel.</p>

	<h5>function</h5>
	<p>A channel function.</p>

	<h5>parameters</h5>
	<p>one or more parameters.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>
	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelMean">GetImageChannelMean</a></h2>
	<div class="doc-section">

	<p>GetImageChannelMean() returns the mean and standard deviation of one or more image channels.</p>

	<p>The format of the GetImageChannelMean method is:</p>

	<pre class="code">
	MagickBooleanType GetImageChannelMean(const Image *image,
	const ChannelType channel,double mean,double standard_deviation,
	ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>channel</h5>
	<p>the channel.</p>

	<h5>mean</h5>
	<p>the average value in the channel.</p>

	<h5>standard_deviation</h5>
	<p>the standard deviation of the channel.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>
	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelKurtosis">GetImageChannelKurtosis</a></h2>
	<div class="doc-section">

	<p>GetImageChannelKurtosis() returns the kurtosis and skewness of one or more image channels.</p>

	<p>The format of the GetImageChannelKurtosis method is:</p>

	<pre class="code">
	MagickBooleanType GetImageChannelKurtosis(const Image *image,
	const ChannelType channel,double kurtosis,double skewness,
	ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>channel</h5>
	<p>the channel.</p>

	<h5>kurtosis</h5>
	<p>the kurtosis of the channel.</p>

	<h5>skewness</h5>
	<p>the skewness of the channel.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>
	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelRange">GetImageChannelRange</a></h2>
	<div class="doc-section">

	<p>GetImageChannelRange() returns the range of one or more image channels.</p>

	<p>The format of the GetImageChannelRange method is:</p>

	<pre class="code">
	MagickBooleanType GetImageChannelRange(const Image *image,
	const ChannelType channel,double minima,double maxima,
	ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>channel</h5>
	<p>the channel.</p>

	<h5>minima</h5>
	<p>the minimum value in the channel.</p>

	<h5>maxima</h5>
	<p>the maximum value in the channel.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>
	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="GetImageChannelStatistics">GetImageChannelStatistics</a></h2>
	<div class="doc-section">

	<p>GetImageChannelStatistics() returns statistics for each channel in the image. The statistics include the channel depth, its minima, maxima, mean, standard deviation, kurtosis and skewness. You can access the red channel mean, for example, like this:</p>

	<pre class="text">
	channel_statistics=GetImageChannelStatistics(image,exception);
	red_mean=channel_statistics[RedChannel].mean;
	</pre>

	<p>Use MagickRelinquishMemory() to free the statistics buffer.</p>

	<p>The format of the GetImageChannelStatistics method is:</p>

	<pre class="code">
	ChannelStatistics GetImageChannelStatistics(const Image image,
	ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>
	<h2><a href="http://www.imagemagick.org/api/MagickCore/statistic_8c.html" id="StatisticImage">StatisticImage</a></h2>
	<div class="doc-section">

	<p>StatisticImage() makes each pixel the min / max / median / mode / etc. of the neighborhood of the specified width and height.</p>

	<p>The format of the StatisticImage method is:</p>

	<pre class="code">
	Image StatisticImage(const Image image,const StatisticType type,
	const size_t width,const size_t height,ExceptionInfo *exception)
	Image StatisticImageChannel(const Image image,
	const ChannelType channel,const StatisticType type,
	const size_t width,const size_t height,ExceptionInfo *exception)
	</pre>

	<p>A description of each parameter follows:</p>

	<h5>image</h5>
	<p>the image.</p>

	<h5>channel</h5>
	<p>the image channel.</p>

	<h5>type</h5>
	<p>the statistic type (median, mode, etc.).</p>

	<h5>width</h5>
	<p>the width of the pixel neighborhood.</p>

	<h5>height</h5>
	<p>the height of the pixel neighborhood.</p>

	<h5>exception</h5>
	<p>return any errors or warnings in this structure.</p>

	</div>

	</div>

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