Class 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 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)
      • finalize

        protected void finalize()
                         throws java.lang.Throwable
        Overrides:
        finalize in class Feature2D
        Throws:
        java.lang.Throwable