Package 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.

  • Constructor Details

    • MSDDetector

      protected MSDDetector(long addr)

  • Method Details

    • __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