Bathymetric techniques using satellite imagery
View Patent ↗Techniques for improving overhead image bathymetry include obtaining depth information from image data based on one or more of the spectral domain, the angular domain (e.g., stereo or photogrammetry), the temporal domain (e.g., monitoring the movement of waves in a body of water), or any other suitable domain, together with a priori information about the area of interest. These different pieces of depth information from the various different domains are combined together using any combination of Optimal Estimation and Continuity Constraints to improve the accuracy of the results.
1. A computer-implemented method for performing bathymetry of an area of interest of a body of water, the method comprising:
retrieving one or more overhead images of the area of interest;
using at least one of a spectral domain, an angular domain, or a temporal domain to obtain a water depth measurement of the area of interest from the one or more overhead images;
obtaining a priori information about the area of interest; and
combining the water depth measurement of the area of interest with the a priori information of the area of interest to determine a water depth of the area of interest; wherein the a priori information includes at least one of an estimate of water depth, and an estimate of the type of bottom surface of the body of water in the area of interest.
2. A method as defined in claim 1 , wherein the combining includes using Optimal Estimation.
3. A method as defined in claim 1 , wherein the combining includes using a least squares method.
4. A method as defined in claim 1 , wherein the estimate of the water depth is made from a plurality of temporally spaced images.
5. A method as defined in claim 4 , wherein the temporally spaced images include imagery in a wavelength band from which moving waves in the body of water can be detected, and wherein the movement of the waves is used to estimate water depth.
6. A method as defined in claim 5 , wherein the wavelength band includes wavelengths in the red portion of the light spectrum.
7. A method as defined in claim 1 , wherein the types of bottom surface can include one or more of sand, grass, or coral.
8. A method as defined in claim 1 , wherein the a priori information can include an estimate of the water characteristics.
9. A method as defined in claim 1 , wherein the one or more overhead images is a first image, and wherein using the angular domain to obtain the water depth measurement further includes:
retrieving a second image of the area of interest of the body of water, the second image having been captured of the area of interest from a different capture angle than the first image, together the first image and the second image forming a stereoscopic image pair; and
determining a water depth at various points in the area of interest based on the stereoscopic image pair.
10. A method as defined in claim 1 , wherein using the spectral domain to obtain the water depth measurement includes comparing the relative absorption of light in each of a plurality of different spectral bands to obtain water depth.
11. A method as defined in claim 1 , further including using either (1) an other one of the spectral domain, the angular domain, or the temporal domain, or (2) a Continuity Constraint to the water depth, to obtain an other water depth measurement of the area of interest.
12. A method as defined in claim 11 , wherein the one or more overhead images each includes an array of pixels of image data, and wherein the Continuity Constraint is applied to the determined water depth based on the variation of determined water depth of a given pixel to other pixels in the vicinity of the given pixel.
13. A computer-implemented method for performing bathymetry of an area of interest of a body of water, the method comprising:
retrieving one or more overhead images of the area of interest;
using a spectral domain to obtain a water depth measurement of the area of interest from the one or more overhead images;
obtaining a priori information about the area of interest; and
combining the water depth measurement of the area of interest with the a priori information of the area of interest to determine a water depth of the area of interest; wherein the a priori information includes at least one of an estimate of water depth, and an estimate of the type of bottom surface of the body of water in the area of interest.
14. A method as defined in claim 13 , wherein using the spectral domain to obtain the water depth measurement includes comparing the relative absorption of light in each of a plurality of different spectral bands to obtain water depth.
15. A computer-implemented method for performing bathymetry of an area of interest of a body of water, the method comprising:
retrieving one or more overhead images of the area of interest;
using an angular domain to obtain a water depth measurement of the area of interest from the one or more overhead images;
obtaining a priori information about the area of interest; and
combining the one piece of water depth information of the area of interest with the a priori information of the area of interest to determine a water depth of the area of interest; wherein the a priori information includes at least one of an estimate of water depth, and an estimate of the type of bottom surface of the body of water in the area of interest.