Package org.opencv.xfeatures2d
Class MSDDetector
- java.lang.Object
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- org.opencv.core.Algorithm
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- org.opencv.features2d.Feature2D
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- org.opencv.xfeatures2d.MSDDetector
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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.
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Constructor Summary
Constructors Modifier Constructor Description protected
MSDDetector(long addr)
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method 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()
java.lang.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)
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Methods inherited from class org.opencv.features2d.Feature2D
compute, compute, defaultNorm, descriptorSize, descriptorType, detect, detect, detect, detect, detectAndCompute, detectAndCompute, empty, read, write
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Methods inherited from class org.opencv.core.Algorithm
clear, getNativeObjAddr, save
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Method Detail
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__fromPtr__
public static MSDDetector __fromPtr__(long addr)
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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)
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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)
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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)
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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)
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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)
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create
public static MSDDetector create(int m_patch_radius, int m_search_area_radius, int m_nms_radius, int m_nms_scale_radius)
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create
public static MSDDetector create(int m_patch_radius, int m_search_area_radius, int m_nms_radius)
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create
public static MSDDetector create(int m_patch_radius, int m_search_area_radius)
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create
public static MSDDetector create(int m_patch_radius)
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create
public static MSDDetector create()
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setPatchRadius
public void setPatchRadius(int patch_radius)
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getPatchRadius
public int getPatchRadius()
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setSearchAreaRadius
public void setSearchAreaRadius(int use_orientation)
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getSearchAreaRadius
public int getSearchAreaRadius()
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setNmsRadius
public void setNmsRadius(int nms_radius)
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getNmsRadius
public int getNmsRadius()
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setNmsScaleRadius
public void setNmsScaleRadius(int nms_scale_radius)
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getNmsScaleRadius
public int getNmsScaleRadius()
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setThSaliency
public void setThSaliency(float th_saliency)
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getThSaliency
public float getThSaliency()
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setKNN
public void setKNN(int kNN)
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getKNN
public int getKNN()
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setScaleFactor
public void setScaleFactor(float scale_factor)
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getScaleFactor
public float getScaleFactor()
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setNScales
public void setNScales(int use_orientation)
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getNScales
public int getNScales()
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setComputeOrientation
public void setComputeOrientation(boolean compute_orientation)
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getComputeOrientation
public boolean getComputeOrientation()
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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
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