robinson_dirrobinson_dirRobinsonDirRobinsonDirrobinson_dir (Operator)
Name
robinson_dirrobinson_dirRobinsonDirRobinsonDirrobinson_dir
— Detect edges (amplitude and direction) using the Robinson operator.
Signature
def robinson_dir(image: HObject) -> Tuple[HObject, HObject]
Description
robinson_dirrobinson_dirRobinsonDirRobinsonDirrobinson_dir
calculates an approximation of the first
derivative of the image data and is used as an edge detector. In
robinson_amprobinson_ampRobinsonAmpRobinsonAmprobinson_amp
the following four of the originally
proposed eight 3x3 filter masks are convolved with
the image. The other four masks are obtained by a multiplication by
-1. All masks contain only the values 0,1,-1,2,-2.
-1 0 1 2 1 0
-2 0 2 1 0 -1
-1 0 1 0 -1 -2
0 1 2 1 2 1
-1 0 1 0 0 0
-2 -1 0 -1 -2 -1
The result image contains the maximum response of all masks. The
edge directions are returned in ImageEdgeDirImageEdgeDirImageEdgeDirimageEdgeDirimage_edge_dir
, and are
stored as x / 2. They correspond to the direction of
the mask yielding the maximum response.
Attention
Note that filter operators may return unexpected results if
an image with a reduced domain is used as input. Please refer to the
chapter Filters.
Execution Information
- Multithreading type: reentrant (runs in parallel with non-exclusive operators).
- Multithreading scope: global (may be called from any thread).
- Automatically parallelized on tuple level.
- Automatically parallelized on channel level.
- Automatically parallelized on domain level.
Parameters
ImageImageImageimageimage
(input_object) (multichannel-)image(-array) →
objectHImageHObjectHObjectHobject (byte / int2 / uint2)
Input image.
ImageEdgeAmpImageEdgeAmpImageEdgeAmpimageEdgeAmpimage_edge_amp
(output_object) (multichannel-)image(-array) →
objectHImageHObjectHObjectHobject * (byte / int2 / uint2)
Edge amplitude (gradient magnitude) image.
ImageEdgeDirImageEdgeDirImageEdgeDirimageEdgeDirimage_edge_dir
(output_object) (multichannel-)image(-array) →
objectHImageHObjectHObjectHobject * (direction)
Edge direction image.
Example (HDevelop)
read_image(Image,'fabrik')
robinson_dir(Image,Robinson_dirA,Robinson_dirD)
threshold(Robinson_dirA,Res,128,255)
Example (C)
read_image(&Image,"fabrik");
robinson_dir(Image,&Robinson_dirA,&Robinson_dirD);
threshold(Robinson_dirA,&Res,128,255);
Example (HDevelop)
read_image(Image,'fabrik')
robinson_dir(Image,Robinson_dirA,Robinson_dirD)
threshold(Robinson_dirA,Res,128,255)
Example (HDevelop)
read_image(Image,'fabrik')
robinson_dir(Image,Robinson_dirA,Robinson_dirD)
threshold(Robinson_dirA,Res,128,255)
Result
robinson_dirrobinson_dirRobinsonDirRobinsonDirrobinson_dir
always returns 2 (
H_MSG_TRUE)
. If the input is empty
the behavior can be set via
set_system('no_object_result',<Result>)set_system("no_object_result",<Result>)SetSystem("no_object_result",<Result>)SetSystem("no_object_result",<Result>)set_system("no_object_result",<Result>)
.
If necessary, an exception is raised.
Possible Predecessors
binomial_filterbinomial_filterBinomialFilterBinomialFilterbinomial_filter
,
gauss_filtergauss_filterGaussFilterGaussFiltergauss_filter
,
sigma_imagesigma_imageSigmaImageSigmaImagesigma_image
,
median_imagemedian_imageMedianImageMedianImagemedian_image
,
smooth_imagesmooth_imageSmoothImageSmoothImagesmooth_image
Possible Successors
hysteresis_thresholdhysteresis_thresholdHysteresisThresholdHysteresisThresholdhysteresis_threshold
,
thresholdthresholdThresholdThresholdthreshold
,
gray_skeletongray_skeletonGraySkeletonGraySkeletongray_skeleton
,
nonmax_suppression_dirnonmax_suppression_dirNonmaxSuppressionDirNonmaxSuppressionDirnonmax_suppression_dir
,
close_edgesclose_edgesCloseEdgesCloseEdgesclose_edges
,
close_edges_lengthclose_edges_lengthCloseEdgesLengthCloseEdgesLengthclose_edges_length
Alternatives
edges_imageedges_imageEdgesImageEdgesImageedges_image
,
sobel_dirsobel_dirSobelDirSobelDirsobel_dir
,
kirsch_dirkirsch_dirKirschDirKirschDirkirsch_dir
,
prewitt_dirprewitt_dirPrewittDirPrewittDirprewitt_dir
,
frei_dirfrei_dirFreiDirFreiDirfrei_dir
See also
bandpass_imagebandpass_imageBandpassImageBandpassImagebandpass_image
,
laplace_of_gausslaplace_of_gaussLaplaceOfGaussLaplaceOfGausslaplace_of_gauss
Module
Foundation