Estimation of coefficients for a rational polynomial camera model
View Patent ↗One aspect of the invention is embodied in a number of machine-readable media having stored thereon sequences of instructions which, when executed by a machine, cause the machine to perform a number of actions. The actions include, for each of a plurality of image space coordinates of a camera image, retrieving 1) a corresponding camera position, and 2) corresponding object space coordinates on an object surface that is represented by the camera image. Then, for each of a plurality of height surfaces (chosen with respect to the object surface), a grid coordinate defined by an intersection between the height surface, and a line extending between the camera position and the object space coordinates, is determined. The determined grid coordinates are then associated with their corresponding image space coordinates. Finally, coefficients for a rational polynomial camera model are estimated by fitting rational polynomials to at least the grid coordinates and image space coordinates.
1. A computer readable medium having stored thereon sequences of instructions which, when executed by a computer, cause the computer to perform the actions of:
for each of a plurality of image space coordinates in a camera image,
retrieving i) a corresponding camera position, and ii) corresponding object space coordinates on an object surface represented by said camera image;
for each of 5-10 height surfaces, chosen with respect to said object surface, determining a grid coordinate defined by an intersection between i) the height surface, and ii) a line extending between said camera position and said object space coordinates; and
associating said grid coordinates with said image space coordinates; and
estimating coefficients for a rational polynomial camera model by fitting rational polynomials to at least said grid coordinates and image space coordinates.
2. The computer readable medium of claim 1 , wherein the image space coordinates of the camera image are line and sample coordinates in a satellite image.
3. The computer readable medium of claim 2 , wherein the line and sample coordinates of the satellite image correspond to a lattice of points, said number of lattice points being fewer than the number of pixels in said satellite image.
4. The computer readable medium of claim 2 , wherein the satellite image is an ASTER VNIR image band.
5. The computer readable medium of claim 2 , wherein said camera positions and object space coordinates are retrieved from a number of ASTER L1A data granules.
6. The computer readable medium of claim 1 , wherein the object surface is a reference ellipsoid.
7. The computer readable medium of claim 1 , wherein said retrieved camera positions are provided in Cartesian coordinates; wherein said object surface is a reference ellipsoid; and wherein said object space coordinates are provide as latitude and longitude pairs on said reference ellipsoid; the instructions further causing the computer to perform the actions of:
prior to determining said grid coordinates, converting said object space coordinates to Cartesian coordinates; and
after determining a grid coordinate, converting the grid coordinate to a latitude, longitude and height.
8. The computer readable medium of claim 1 , wherein said fitting is accomplished using a least squares algorithm.
9. A computer readable medium having stored thereon sequences of instructions which, when executed by a computer, cause the computer to perform the actions of:
for each of a plurality of image space coordinates in a camera image that are line and sample coordinates in a satellite image, which is an ASTER VNIR image band,
retrieving i) a corresponding camera position, and ii) corresponding object space coordinates on an object surface represented by said camera image;
for each of a plurality of height surfaces, chosen with respect to said object surface, determining a grid coordinate defined by an intersection between i) the height surface, and ii) a line extending between said camera position and said object space coordinates; and
associating said grid coordinates with said image space coordinates; and
estimating coefficients for a rational polynomial camera model by fitting rational polynomials to at least said grid coordinates and image space coordinates, wherein the instructions cause the actions to be repeated for each image band of the ASTER VNIR subsystem.
10. A computer readable medium having stored thereon sequences of instructions which, when executed by a computer, cause the computer to perform the actions of:
for each of a plurality of image space coordinates in a camera image,
retrieving i) a corresponding camera position, and ii) a line-of-sight vector from the camera position toward an object surface represented by said camera image;
for each of 5-10 height surfaces, chosen with respect to said object surface, determining a grid coordinate defined by an intersection between i) the height surface, and ii) said line-of-sight vector; and
associating said grid coordinates with said image space coordinates; and
estimating coefficients for a rational polynomial camera model by fitting rational polynomials to at least said grid coordinates and image space coordinates.
11. The computer readable medium of claim 10 , wherein the image space coordinates of the camera image are line and sample points in a satellite image.
12. The computer readable medium of claim 11 , wherein the line and sample points of the satellite image correspond to a lattice of points, said number of lattice points being fewer than the number of pixels in said satellite image.
13. The computer readable medium of claim 11 wherein the satellite image is an ASTER VNIR image band.
14. The computer readable medium of claim 11 , wherein said camera positions and line-of-sight vectors are retrieved from a number of ASTER L1A data granules.
15. The computer readable medium of claim 10 , wherein the object surface is a reference ellipsoid.
16. The computer readable medium of claim 10 , wherein said line of sight vectors are provided in orbital coordinates, the instructions further causing the computer to perform the action of:
converting said line of sight vectors to Cartesian coordinates.
17. The computer readable medium of claim 10 , wherein said retrieved camera positions are provided in Cartesian coordinates; wherein said object surface is a reference ellipsoid; the instructions further causing the computer to perform the action of:
after determining a grid coordinate, converting the grid coordinate to a latitude, longitude and height.
18. The computer readable medium of claim 10 , wherein said fitting is accomplished using a least squares algorithm.
19. A computer readable medium having stored thereon sequences of instructions which, when executed by a computer, cause the computer to perform the actions of:
for each of a plurality of image space coordinates in a camera image that are line and sample coordinates in a satellite image, which is an ASTER VNIR image band,
retrieving i) a corresponding camera position, and ii) a line-of-sight vector from the camera position toward an object surface represented by said camera image;
for each of a plurality of height surfaces, chosen with respect to said object surface, determining a grid coordinate defined by an intersection between i) the height surface, and ii) said line-of-sight vector; and
associating said grid coordinates with said image space coordinates; and
estimating coefficients for a rational polynomial camera model by fitting rational polynomials to at least said grid coordinates and image space coordinates, wherein the instructions cause the actions to be repeated for each image band of the ASTER VNIR subsystem.