Package edu.gsu.cs.dmlab.imageproc.interfaces

Interface IImgPatchVectorizer

  • All Known Implementing Classes:
    ImgPatchVectorizer
    public interface IImgPatchVectorizer
    Interface for various methods of converting a patches of an image into a vector of values.
    Author:
    Dustin Kempton, Data Mining Lab, Georgia State University

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      smile.math.matrix.DenseMatrix vectorize​(smile.math.matrix.DenseMatrix[] imageDims)
      Creates column vectors of the patches of a patch size from each of the passed in image dimensions.

    • Method Detail

      • vectorize

        smile.math.matrix.DenseMatrix vectorize​(smile.math.matrix.DenseMatrix[] imageDims)
        Creates column vectors of the patches of a patch size from each of the passed in image dimensions. After each patch vectorization the patch is advanced by a step size and the process is repeated.
        Parameters:
        imageDims - The set of image dimensions to vectorize patches from.
        Returns:
        The set of vectorized patches in in column major order.