Package org.opencv.xfeatures2d
Class VGG
- java.lang.Object
-
- org.opencv.core.Algorithm
-
- org.opencv.features.Feature2D
-
- org.opencv.xfeatures2d.VGG
-
public class VGG extends Feature2D
Class implementing VGG (Oxford Visual Geometry Group) descriptor trained end to end using "Descriptor Learning Using Convex Optimisation" (DLCO) aparatus described in CITE: Simonyan14. desc type of descriptor to use, VGG::VGG_120 is default (120 dimensions float) Available types are VGG::VGG_120, VGG::VGG_80, VGG::VGG_64, VGG::VGG_48 isigma gaussian kernel value for image blur (default is 1.4f) img_normalize use image sample intensity normalization (enabled by default) use_orientation sample patterns using keypoints orientation, enabled by default scale_factor adjust the sampling window of detected keypoints to 64.0f (VGG sampling window) 6.25f is default and fits for KAZE, SURF detected keypoints window ratio 6.75f should be the scale for SIFT detected keypoints window ratio 5.00f should be the scale for AKAZE, MSD, AGAST, FAST, BRISK keypoints window ratio 0.75f should be the scale for ORB keypoints ratio dsc_normalize clamp descriptors to 255 and convert to uchar CV_8UC1 (disabled by default)
-
-
Constructor Summary
Constructors Modifier Constructor Description protected
VGG(long addr)
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static VGG
__fromPtr__(long addr)
static VGG
create()
static VGG
create(int desc)
static VGG
create(int desc, float isigma)
static VGG
create(int desc, float isigma, boolean img_normalize)
static VGG
create(int desc, float isigma, boolean img_normalize, boolean use_scale_orientation)
static VGG
create(int desc, float isigma, boolean img_normalize, boolean use_scale_orientation, float scale_factor)
static VGG
create(int desc, float isigma, boolean img_normalize, boolean use_scale_orientation, float scale_factor, boolean dsc_normalize)
protected void
finalize()
java.lang.String
getDefaultName()
Returns the algorithm string identifier.float
getScaleFactor()
float
getSigma()
boolean
getUseNormalizeDescriptor()
boolean
getUseNormalizeImage()
boolean
getUseScaleOrientation()
void
setScaleFactor(float scale_factor)
void
setSigma(float isigma)
void
setUseNormalizeDescriptor(boolean dsc_normalize)
void
setUseNormalizeImage(boolean img_normalize)
void
setUseScaleOrientation(boolean use_scale_orientation)
-
Methods inherited from class org.opencv.features.Feature2D
compute, compute, defaultNorm, descriptorSize, descriptorType, detect, detect, detect, detect, detectAndCompute, detectAndCompute, empty, read, write
-
Methods inherited from class org.opencv.core.Algorithm
clear, getNativeObjAddr, save
-
-
-
-
Method Detail
-
__fromPtr__
public static VGG __fromPtr__(long addr)
-
create
public static VGG create(int desc, float isigma, boolean img_normalize, boolean use_scale_orientation, float scale_factor, boolean dsc_normalize)
-
create
public static VGG create(int desc, float isigma, boolean img_normalize, boolean use_scale_orientation, float scale_factor)
-
create
public static VGG create(int desc, float isigma, boolean img_normalize, boolean use_scale_orientation)
-
create
public static VGG create(int desc, float isigma, boolean img_normalize)
-
create
public static VGG create(int desc, float isigma)
-
create
public static VGG create(int desc)
-
create
public static VGG create()
-
getDefaultName
public java.lang.String getDefaultName()
Description copied from class:Algorithm
Returns the algorithm string identifier. This string is used as top level xml/yml node tag when the object is saved to a file or string.- Overrides:
getDefaultName
in classFeature2D
- Returns:
- automatically generated
-
setSigma
public void setSigma(float isigma)
-
getSigma
public float getSigma()
-
setUseNormalizeImage
public void setUseNormalizeImage(boolean img_normalize)
-
getUseNormalizeImage
public boolean getUseNormalizeImage()
-
setUseScaleOrientation
public void setUseScaleOrientation(boolean use_scale_orientation)
-
getUseScaleOrientation
public boolean getUseScaleOrientation()
-
setScaleFactor
public void setScaleFactor(float scale_factor)
-
getScaleFactor
public float getScaleFactor()
-
setUseNormalizeDescriptor
public void setUseNormalizeDescriptor(boolean dsc_normalize)
-
getUseNormalizeDescriptor
public boolean getUseNormalizeDescriptor()
-
-