Automated geospatial image mosaic generation with multiple zoom level support
View Patent ↗Generation of a plurality of orthomosaic image layers for a geographical area, wherein the layers comprise different spatial resolutions and are radiometrically normalized to facilitate improved radiometric consistency when zooming relative to the geographic area. In applications that facilitate zooming with respect to a geographic area imaged by the orthomosaic layers, radiometric normalization of the orthomosaic image layers may reduce radiometric discontinuities when zooming in, zooming out, and/or panning a displayed portion that is output to the user. The orthomosaic layers may be generated based on one or more orthomosaic image layer or may be developed independently using a source images. In any regard, the radiometric normalization may include generating a normalization function based on image metadata that is calculated and may be independent of the spatial resolution of the image.
1. A method for radiometric normalization of a plurality of mosaic image layers having different spatial resolutions, comprising:
first calculating first image metadata for at least a first image portion of a base image layer of a portion of the Earth, the base having a first spatial resolution, wherein the first image metadata is independent of the first spatial resolution, wherein the first image metadata relates to the color of the base image layer;
second, subsequently capturing a second image that includes at least some of the portion of the Earth, and calculating second image metadata for at least a second image portion of the second image, the second image having a second spatial resolution is greater than the first spatial resolution, wherein the second image metadata is independent of the second spatial resolution, wherein the second image metadata relates to the color of the second image;
determining a normalization function based on a comparison of the first image metadata for the first image layer and the second image metadata for the second image layer;
applying the normalization function to the second image layer to normalize at least a portion of the second image layer relative to the first image layer;
downsampling the second image to create a third image having a resolution less than the second resolution and greater than the first resolution, and to create a fourth image having a resolution less than the third resolution and greater than the first resolution; and
allowing a user to zoom between the second, third, and fourth images.
2. The method of claim 1 , wherein the second image comprises at least one geospatial image having a geographical extent and the third image comprises at least one geospatial image that is geographically concurrent with the geographical extent of the second image.
3. The method of claim 1 , further comprising:
displaying at least a portion of the second image to a user when a first zoom level is selected by the user and displaying at least a portion of the third image to the user when a second zoom level is selected by the user.
4. The method of claim 3 , wherein the zoom levels are adjacent in a corresponding predetermined plurality of zoom levels.
5. The method of claim 1 , wherein the first image metadata comprises histogram data corresponding to the first image portion and the second image metadata comprises histogram data corresponding to the second image portion.
6. The method of claim 5 , wherein the first calculating comprises calculation of a first cumulative distribution function (CDF) for the first image portion and the second calculating comprises calculation of a second CDF for the second image portion.
7. The method according to claim 6 , wherein the determining comprises comparing the first CDF for the first image portion to the second CDF for the second image portion to determine the normalization function.