Class DescribePointBinaryCompare<T extends ImageGray<T>>

Direct Known Subclasses:
ImplDescribeBinaryCompare_F32, ImplDescribeBinaryCompare_U8

public abstract class DescribePointBinaryCompare<T extends ImageGray<T>> extends Object

For each bit in the descriptor it samples two points inside an image patch and compares their values. A value of 1 or 0 is assigned depending on their relative values. This type of descriptor is referred to as a random tree [1], random fern, and is used in BRIEF.

[1] Y. Amit and D. Geman. Shape Quantization and Recognition with Randomized Trees. Neural Computation, 9(7):1545–1588, 1997.

  • Field Details

    • definition

      protected BinaryCompareDefinition_I32 definition
    • image

      protected T extends ImageGray<T> image
    • offsets

      protected int[] offsets
    • offsetsA

      protected int[] offsetsA
    • offsetsB

      protected int[] offsetsB
  • Constructor Details

  • Method Details

    • setImage

      public void setImage(T image)
      Specifies the image from which feature descriptions are to be created.
      image - Image being examined.
    • process

      public void process(int c_x, int c_y, TupleDesc_B feature)
      Computes the descriptor at the specified point. If the region go outside of the image then a description will not be made.
      c_x - Center of region being described.
      c_y - Center of region being described.
      feature - Where the descriptor is written to.
    • processInside

      public abstract void processInside(int c_x, int c_y, TupleDesc_B feature)
      Called if the descriptor region is contained entirely inside the image
    • processBorder

      public abstract void processBorder(int c_x, int c_y, TupleDesc_B feature)
      Called if the descriptor region goes outside the image border
    • getDefinition

      public BinaryCompareDefinition_I32 getDefinition()