Correlated land change system and method
View Patent ↗A system and method of mapping a persistent feature change of image data at a geographic location includes selecting a plurality of satellite images from a geographic location on different dates, producing a plurality of two-date satellite change images from pairs of the satellite images, comparing the plurality of satellite change images, and detecting a persistent feature change of image data in the compared satellite change images. The system may be implemented by selecting a plurality of satellite images from a database from different dates. A change detection module measures a change between pairs of the satellite images to produce a plurality of two-date satellite change images. A change confirmation module compares the two-date satellite change images and to confirm a persistent feature change.
1. A computer implemented method of mapping a persistent feature change of image data at a geographic location, the method comprising:
selecting a plurality of satellite images from a geographic location on different dates;
producing, by a processor, a plurality of two-date satellite change images from pairs of the satellite images;
comparing, with the processor, the plurality of satellite change images; and
detecting, with the processor, a persistent feature change of image data in the compared satellite change images, wherein detecting the persistent feature change of the image data consists of a triple confirmation of the persistent change by confirming
no change between three satellite images from a first date period,
no change between three satellite images from a second date period, and
a consistent change between three satellite images from the first date period to the second date period.
2. The method of claim 1 , further comprising:
displaying persistent feature change of image data on a computer generated map of the geographic location.
3. The method of claim 1 , wherein:
selecting the plurality of satellite images from the geographic location on different dates comprises selecting a date-sequential image stack from the plurality of satellite images of the geographic location; and
comparing the satellite change images comprises comparing satellite change images in a date sequential order.
4. The method of claim 1 , wherein comparing the plurality of satellite change images comprises comparing date sequential pairs of the satellite change images.
5. The method of claim 4 , further comprising:
selecting a discrete date period for the comparison of date sequential pairs of the satellite change images; and
displaying the persistent feature change of image data on a map of the geographic location for the discrete date period.
6. The method of claim 1 , wherein:
selecting comprises selecting three satellite images from the first date period and three satellite images from the second date period; and
producing comprises producing the two-date satellite change images by a comparison of
each of the three satellite images from the first date period to all of the other satellite images from the first date period,
each of the three satellite images from the second date period to all of the other satellite images from the second date period, and
each of the three satellite images from the first date period to each of the three satellite images from the second date period.
7. The method of claim 6 , wherein detecting the persistent feature change of image data in the compared satellite change images comprises:
identifying a first identical feature profile for each of the three satellite images from the first date period;
identifying a second identical feature profile for each of the three satellite images from the second date period; and
detecting a consistent change from the first identical feature profile to the second identical feature between each of the three satellite images from the first date period to the second date period.
8. The method of claim 6 , wherein:
the three satellite images from the first date period are defined as d 1 , d 2 and d 3 ;
the three satellite images from the second date period are defined as d 4 , d 5 and d 6 ;
the two-date satellite change images from the first date period include comparison of d 1 -d 2 , d 1 -d 3 and d 2 -d 3 ;
the two-date satellite change images from the second date period include comparison of d 4 -d 5 , d 4 -d 6 and d 5 -d 6 ; and
the two-date satellite change images from the first date period to the second date period include comparison of d 1 -d 4 , d 1 -d 5 , d 1 -d 6 , d 2 -d 4 , d 2 -d 5 , d 2 -d 6 , d 3 -d 4 , d 3 -d 5 and d 3 -d 6 .
9. The method of claim 1 , wherein producing the plurality of satellite change images includes:
detecting a change in a pixel at a given coordinate between a pair of the satellite images.
10. The method of claim 1 , wherein:
comparing the plurality of satellite change images includes comparing by a second processor that is configured as a change confirmation module; and
storing the detected persistent feature changes in a memory.
11. An image processing system to detect persistent changes in image features comprising:
a database that includes a plurality of satellite images from a geographic location on different dates;
a change detection module that measures a change, on a pixel-by-pixel basis, between all pairs of the satellite images to produce a plurality of two-date satellite change images; and
a change confirmation module to compare each of the plurality of two-date satellite change images and thereby confirm a persistent feature change of image data in the compared satellite change images, wherein the persistent feature change consists of a triple confirmation of the persistent change by confirming
no change between three satellite images from a first date period,
no change between three satellite images from a second date period, and
a consistent change between three satellite images from the first date period to the second date period.
12. The image processing system of claim 11 , further comprising:
a memory to store the two-date satellite change images.
13. The image processing system of claim 11 , wherein the change confirmation module applies a three date confidence level test such that confirmation of the persistent feature change requires that a pixel at a given coordinate has remained in a first state for at least three observations, has changed to a second state for at least three observations, and shows that each of the three observations from the first state shows a change from the three observations of the second state.
14. A non-transitory computer-readable recording medium containing computer-readable codes providing commands for a computer to execute a process including:
selecting a plurality of satellite images from a geographic location on different dates;
producing a plurality of two-date satellite change images from pairs of the satellite images;
comparing the plurality of satellite change images; and
detecting a persistent feature change of image data in the compared satellite change images between a first date period and a second date period by a confirmation process consisting of
no change between three satellite images from the first date period;
no change between three satellite images from the second date period; and
a consistent change between the three satellite images from the first date period to the three or more satellite images of the second date period.
15. The non-transitory computer-readable recording medium of claim 14 , wherein
selecting a plurality of satellite images from a geographic location on different dates includes selecting three satellite images from the first date period and three satellite images from the second date period.