C# Class Accord.Imaging.HoughLineTransformation

Hough line transformation.

The class implements Hough line transformation, which allows to detect straight lines in an image. Lines, which are found by the class, are provided in polar coordinates system - lines' distances from image's center and lines' slopes are provided. The pole of polar coordinates system is put into processing image's center and the polar axis is directed to the right from the pole. Lines' slope is measured in degrees and is actually represented by angle between polar axis and line's radius (normal going from pole to the line), which is measured in counter-clockwise direction.

Found lines may have negative radius. This means, that the line resides in lower part of the polar coordinates system and its HoughLine.Theta value should be increased by 180 degrees and radius should be made positive.

The class accepts binary images for processing, which are represented by 8 bpp grayscale images. All black pixels (0 pixel's value) are treated as background, but pixels with different value are treated as lines' pixels.

See also documentation to HoughLine class for additional information about Hough Lines.

Sample usage:

 HoughLineTransformation lineTransform = new HoughLineTransformation( ); // apply Hough line transofrm lineTransform.ProcessImage( sourceImage ); Bitmap houghLineImage = lineTransform.ToBitmap( ); // get lines using relative intensity HoughLine[] lines = lineTransform.GetLinesByRelativeIntensity( 0.5 ); foreach ( HoughLine line in lines ) { // ... }

Initial image:

Hough line transformation image:

ファイルを表示 Open project: accord-net/framework Class Usage Examples

Public Methods

Method	Description
GetLinesByRelativeIntensity ( double minRelativeIntensity ) : Accord.Imaging.HoughLine[]	Get lines with relative intensity higher then specified value.
GetMostIntensiveLines ( int count ) : Accord.Imaging.HoughLine[]	Get specified amount of lines with highest intensity.
HoughLineTransformation ( ) : System	Initializes a new instance of the HoughLineTransformation class.
ProcessImage ( Bitmap image ) : void	Process an image building Hough map.
ProcessImage ( Bitmap image, Rectangle rect ) : void	Process an image building Hough map.
ProcessImage ( BitmapData imageData ) : void	Process an image building Hough map.
ProcessImage ( BitmapData imageData, Rectangle rect ) : void	Process an image building Hough map.
ProcessImage ( UnmanagedImage image ) : void	Process an image building Hough map.
ProcessImage ( UnmanagedImage image, Rectangle rect ) : void	Process an image building Hough map.
ToBitmap ( ) : Bitmap	Convert Hough map to bitmap.

Private Methods

Method	Description
CollectLines ( ) : void

Method Details

GetLinesByRelativeIntensity() public method

Get lines with relative intensity higher then specified value.

public GetLinesByRelativeIntensity ( double minRelativeIntensity ) : Accord.Imaging.HoughLine[]
minRelativeIntensity	double	Minimum relative intesity of lines.
return	Accord.Imaging.HoughLine[]

GetMostIntensiveLines() public method

Get specified amount of lines with highest intensity.

public GetMostIntensiveLines ( int count ) : Accord.Imaging.HoughLine[]
count	int	Amount of lines to get.
return	Accord.Imaging.HoughLine[]

HoughLineTransformation() public method

Initializes a new instance of the HoughLineTransformation class.

public HoughLineTransformation ( ) : System
return	System