org.opencv.ximgproc

Class RidgeDetectionFilter

java.lang.Object

org.opencv.core.Algorithm

org.opencv.ximgproc.RidgeDetectionFilter

public class RidgeDetectionFilter
extends Algorithm

Applies Ridge Detection Filter to an input image. Implements Ridge detection similar to the one in [Mathematica](http://reference.wolfram.com/language/ref/RidgeFilter.html) using the eigen values from the Hessian Matrix of the input image using Sobel Derivatives. Additional refinement can be done using Skeletonization and Binarization. Adapted from CITE: segleafvein and CITE: M_RF

Field Summary

Fields inherited from class org.opencv.core.Algorithm

nativeObj

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	RidgeDetectionFilter(long addr)

Method Summary

Modifier and Type	Method and Description
static RidgeDetectionFilter	__fromPtr__(long addr)
static RidgeDetectionFilter	create() Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx, int dy) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx, int dy, int ksize) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx, int dy, int ksize, int out_dtype) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx, int dy, int ksize, int out_dtype, double scale) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx, int dy, int ksize, int out_dtype, double scale, double delta) Create pointer to the Ridge detection filter.
static RidgeDetectionFilter	create(int ddepth, int dx, int dy, int ksize, int out_dtype, double scale, double delta, int borderType) Create pointer to the Ridge detection filter.
protected void	finalize()
void	getRidgeFilteredImage(Mat _img, Mat out) Apply Ridge detection filter on input image.

Methods inherited from class org.opencv.core.Algorithm

clear, empty, getDefaultName, getNativeObjAddr, save

Methods inherited from class java.lang.Object

clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

RidgeDetectionFilter

protected RidgeDetectionFilter(long addr)

Method Detail

__fromPtr__

public static RidgeDetectionFilter __fromPtr__(long addr)

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx,
                                          int dy,
                                          int ksize,
                                          int out_dtype,
                                          double scale,
                                          double delta,
                                          int borderType)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1

dy - Order of derivative y, default is 1

ksize - Sobel kernel size , default is 3

out_dtype - Converted format for output, default is CV_8UC1

scale - Optional scale value for derivative values, default is 1

delta - Optional bias added to output, default is 0

borderType - Pixel extrapolation method, default is BORDER_DEFAULT SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx,
                                          int dy,
                                          int ksize,
                                          int out_dtype,
                                          double scale,
                                          double delta)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1

dy - Order of derivative y, default is 1

ksize - Sobel kernel size , default is 3

out_dtype - Converted format for output, default is CV_8UC1

scale - Optional scale value for derivative values, default is 1

delta - Optional bias added to output, default is 0 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx,
                                          int dy,
                                          int ksize,
                                          int out_dtype,
                                          double scale)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1

dy - Order of derivative y, default is 1

ksize - Sobel kernel size , default is 3

out_dtype - Converted format for output, default is CV_8UC1

scale - Optional scale value for derivative values, default is 1 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx,
                                          int dy,
                                          int ksize,
                                          int out_dtype)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1

dy - Order of derivative y, default is 1

ksize - Sobel kernel size , default is 3

out_dtype - Converted format for output, default is CV_8UC1 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx,
                                          int dy,
                                          int ksize)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1

dy - Order of derivative y, default is 1

ksize - Sobel kernel size , default is 3 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx,
                                          int dy)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1

dy - Order of derivative y, default is 1 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth,
                                          int dx)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1

dx - Order of derivative x, default is 1 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create(int ddepth)

Create pointer to the Ridge detection filter.

Parameters:

ddepth - Specifies output image depth. Defualt is CV_32FC1 SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

create

public static RidgeDetectionFilter create()

Create pointer to the Ridge detection filter. SEE: Sobel, threshold, getStructuringElement, morphologyEx.( for additional refinement)

Returns:

automatically generated

getRidgeFilteredImage

public void getRidgeFilteredImage(Mat _img,
                                  Mat out)

Apply Ridge detection filter on input image.

Parameters:

_img - InputArray as supported by Sobel. img can be 1-Channel or 3-Channels.

out - OutputAray of structure as RidgeDetectionFilter::ddepth. Output image with ridges.

finalize

protected void finalize()
                 throws Throwable

Overrides:

finalize in class Algorithm

Throws:

Throwable