Color pure scale-spaced pyramid arrangement for use in an image segregation
View Patent ↗A method and system comprising image processing techniques is provided that utilize spatio-spectral information relevant to an image, derived from multiple sets of selectively varied representations of the image to accurately and correctly identify illumination and material aspects of the image. In an exemplary embodiment of the present invention, a scale-spaced pyramid arrangement is provided to preserve the purity of color from scale to scale, to insure accuracy in the identification of illumination and material aspects of the image.
1. An automated, computerized method for processing an image, comprising the steps of:
providing an image file depicting an array of pixels forming an image, in a computer memory;
forming a scaled-spaced pyramid corresponding to the image;
selecting a neighborhood of pixels in a high resolution level of the scale-spaced pyramid corresponding to a single pixel of a next low resolution level;
calculating a mean color value for the neighborhood of pixels;
determining a single pixel in the neighborhood of pixels having a color closest to the calculated mean color; and
assigning the color of the single pixel in the neighborhood of pixels to the single pixel of a next low resolution level to form a color pure representation for use in an image segregation.
2. A non-transitory computer-readable medium storing a computer program product, the product including computer executable process steps operable to control a computer to: receive an image file depicting an array of pixels forming an image, in a computer memory, form a scaled-spaced pyramid corresponding to the image, select a neighborhood of pixels in a high resolution level of the scale-spaced pyramid corresponding to a single pixel of a next low resolution level, calculate a mean color value for the neighborhood of pixels, determine a single pixel in the neighborhood of pixels having a color closest to the calculated mean color, and assign the color of the single pixel in the neighborhood of pixels to the single pixel of a next low resolution level to form a color pure representation for use in an image segregation.