org.opencv.xfeatures2d

Class MSDDetector

java.lang.Object

org.opencv.core.Algorithm

org.opencv.features2d.Feature2D

org.opencv.xfeatures2d.MSDDetector

public class MSDDetector
extends Feature2D

Class implementing the MSD (*Maximal Self-Dissimilarity*) keypoint detector, described in CITE: Tombari14. The algorithm implements a novel interest point detector stemming from the intuition that image patches which are highly dissimilar over a relatively large extent of their surroundings hold the property of being repeatable and distinctive. This concept of "contextual self-dissimilarity" reverses the key paradigm of recent successful techniques such as the Local Self-Similarity descriptor and the Non-Local Means filter, which build upon the presence of similar - rather than dissimilar - patches. Moreover, it extends to contextual information the local self-dissimilarity notion embedded in established detectors of corner-like interest points, thereby achieving enhanced repeatability, distinctiveness and localization accuracy.

Field Summary

Fields inherited from class org.opencv.core.Algorithm

nativeObj

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	MSDDetector(long addr)

Method Summary

Modifier and Type	Method and Description
static MSDDetector	__fromPtr__(long addr)
static MSDDetector	create()
static MSDDetector	create(int m_patch_radius)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius, float m_th_saliency)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius, float m_th_saliency, int m_kNN)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius, float m_th_saliency, int m_kNN, float m_scale_factor)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius, float m_th_saliency, int m_kNN, float m_scale_factor, int m_n_scales)
static MSDDetector	create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius, float m_th_saliency, int m_kNN, float m_scale_factor, int m_n_scales, boolean m_compute_orientation)
protected void	finalize()
boolean	getComputeOrientation()
String	getDefaultName() Returns the algorithm string identifier.
int	getKNN()
int	getNmsRadius()
int	getNmsScaleRadius()
int	getNScales()
int	getPatchRadius()
float	getScaleFactor()
int	getSearchAreaRadius()
float	getThSaliency()
void	setComputeOrientation(boolean compute_orientation)
void	setKNN(int kNN)
void	setNmsRadius(int nms_radius)
void	setNmsScaleRadius(int nms_scale_radius)
void	setNScales(int use_orientation)
void	setPatchRadius(int patch_radius)
void	setScaleFactor(float scale_factor)
void	setSearchAreaRadius(int use_orientation)
void	setThSaliency(float th_saliency)

Methods inherited from class org.opencv.features2d.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

Methods inherited from class java.lang.Object

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

Constructor Detail

MSDDetector

protected MSDDetector(long addr)

Method Detail

__fromPtr__

public static MSDDetector __fromPtr__(long addr)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius,
                                 int m_nms_scale_radius,
                                 float m_th_saliency,
                                 int m_kNN,
                                 float m_scale_factor,
                                 int m_n_scales,
                                 boolean m_compute_orientation)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius,
                                 int m_nms_scale_radius,
                                 float m_th_saliency,
                                 int m_kNN,
                                 float m_scale_factor,
                                 int m_n_scales)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius,
                                 int m_nms_scale_radius,
                                 float m_th_saliency,
                                 int m_kNN,
                                 float m_scale_factor)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius,
                                 int m_nms_scale_radius,
                                 float m_th_saliency,
                                 int m_kNN)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius,
                                 int m_nms_scale_radius,
                                 float m_th_saliency)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius,
                                 int m_nms_scale_radius)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius,
                                 int m_nms_radius)

create

public static MSDDetector create(int m_patch_radius,
                                 int m_search_area_radius)

create

public static MSDDetector create(int m_patch_radius)

create

public static MSDDetector create()

setPatchRadius

public void setPatchRadius(int patch_radius)

getPatchRadius

public int getPatchRadius()

setSearchAreaRadius

public void setSearchAreaRadius(int use_orientation)

getSearchAreaRadius

public int getSearchAreaRadius()

setNmsRadius

public void setNmsRadius(int nms_radius)

getNmsRadius

public int getNmsRadius()

setNmsScaleRadius

public void setNmsScaleRadius(int nms_scale_radius)

getNmsScaleRadius

public int getNmsScaleRadius()

setThSaliency

public void setThSaliency(float th_saliency)

getThSaliency

public float getThSaliency()

setKNN

public void setKNN(int kNN)

getKNN

public int getKNN()

setScaleFactor

public void setScaleFactor(float scale_factor)

getScaleFactor

public float getScaleFactor()

setNScales

public void setNScales(int use_orientation)

getNScales

public int getNScales()

setComputeOrientation

public void setComputeOrientation(boolean compute_orientation)

getComputeOrientation

public boolean getComputeOrientation()

getDefaultName

public 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 class Feature2D

Returns:

automatically generated

finalize

protected void finalize()
                 throws Throwable

Overrides:

finalize in class Feature2D

Throws:

Throwable