IP Library Granted Patent US 9,959,653
Granted Patent B2
US 9,959,653 · App. 15/797,679 · Granted May 1, 2018

Mosaic oblique images and methods of making and using same

Inventors: Stephen Schultz (West Henrietta, NY); Frank Giuffrida (Honeoye Falls, NY); Robert Gray (Canandiagua, NY)
Assignee: Pictometry International Corporation
G06T11/60G06T3/0031G06T3/0093G06T3/4038G06T7/50G06T7/97G06T2207/30176
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Quick Facts
Patent No.
US 9,959,653
App. No.
15/797,679
Granted
May 1, 2018
Kind
B2
Abstract

A computer system running image processing software receives an identification of a desired scene of a geographical area for which an oblique-mosaic image is desired including one or more geometry parameters of a virtual camera; creates a mathematical model of the virtual camera having mathematical values that define the camera geometry parameters that configure the model to capture the geographical area, and looking down at an oblique angle; creates a ground elevation model of the ground and vertical structures within the oblique-mosaic pixel map, wherein source images were captured at an oblique angle and compass direction similar to the oblique angle and compass direction of the virtual camera; and reprojects, with the mathematical model, source oblique image pixels of the overlapping source images for pixels included in the oblique-mosaic pixel map using the ground elevation model to thereby create the oblique-mosaic image of the geographical area.

Claims (25)

1. A system, comprising:

a computer system running image processing software that when executed by the computer system causes the computer system to:

receive an identification of a desired scene of a geographical area for which an oblique-mosaic image is desired including one or more camera geometry parameters of a virtual camera;

create a mathematical model of the virtual camera having mathematical values that define the camera geometry parameters that configure the mathematical model to capture the geographical area looking down at an oblique angle, the mathematical model having an oblique-mosaic pixel map of the geographical area encompassing multiple source images;

create a ground elevation model of the ground and vertical structures within the oblique-mosaic pixel map using overlapping source images of the geographical area, wherein the source images were captured at an oblique angle and compass direction similar to the oblique angle and compass direction of the virtual camera; and

reproject, with the mathematical model, source oblique image pixels of the overlapping source images for pixels included in the oblique-mosaic pixel map using the ground elevation model to thereby create the oblique-mosaic image of the geographical area.

2. The system of claim 1 , wherein the mathematical values that define the camera geometry parameters include one or more of mathematical values that define one or more of: number of rows and columns of a sensor plane; size of a sensor plane in millimeters; focal length; height above ground; yaw of an optical axis; pitch of an optical axis; and roll of an optical axis.

3. The system of claim 1 , wherein the virtual camera has a perspective, and wherein the image processing software further causes the computer system to project each source image pixel through the perspective of the virtual camera to determine a corresponding surface location for each pixel in the oblique-mosaic pixel map.

4. The system of claim 1 , wherein multiple source oblique images represent a same surface location.

5. The system of claim 4 , wherein the image processing software further causes the computer system to compare the pixels of each source oblique image that represent the same surface location to determine which source pixel is most representative of the same surface location, the more representative pixel to be included in the oblique-mosaic image.

6. The system of claim 1 , wherein each pixel included in the oblique-mosaic pixel map is reprojected to match a size and shape of a represented surface location as taken from the elevation, compass direction, and oblique angle of the virtual camera.

7. The system of claim 1 , wherein the image processing software further causes the computer system to remove effects of elevation from the source oblique images prior to reprojection and then to add the effects of elevation to the oblique-mosaic image after reprojection.

8. The system of claim 1 , wherein metadata is stored with the oblique-mosaic image.

9. A method, comprising:

receiving, with a computer system, an identification of a desired scene of a geographical area for which an oblique-mosaic image is desired including one or more camera geometry parameters of a virtual camera;

creating, with the computer system, a mathematical model of the virtual camera having mathematical values that define the camera geometry parameters that configure the mathematical model to capture the geographical area looking down at an oblique angle, the mathematical model having an oblique-mosaic pixel map of the geographical area encompassing multiple source images;

creating, with the computer system, a ground elevation model of the ground and vertical structures within the oblique-mosaic pixel map using overlapping source images of the geographical area, wherein the source images were captured at an oblique angle and compass direction similar to the oblique angle and compass direction of the virtual camera; and

reprojecting, with the mathematical model, source oblique image pixels of the overlapping source images for pixels included in the oblique-mosaic pixel map using the ground elevation model to thereby create the oblique-mosaic image of the geographical area.

10. The method of claim 9 , wherein the mathematical values that define the camera geometry parameters include one or more of mathematical values that define one or more of: number of rows and columns of a sensor plane; size of a sensor plane in millimeters; focal length; height above ground; yaw of an optical axis; pitch of an optical axis; and roll of an optical axis.

11. The method of claim 9 , wherein the virtual camera has a perspective, and further comprising projecting each source image pixel through the perspective of the virtual camera to determine a corresponding surface location for each pixel in the oblique-mosaic pixel map.

12. The method of claim 9 , wherein multiple source oblique images represent a same surface location.

13. The method of claim 12 , further comprising comparing, with the computer system, the pixels of each source oblique image that represent the same surface location to determine which source pixel is most representative of the same surface location, the more representative pixel to be included in the oblique-mosaic image.

14. The method of claim 9 , wherein each pixel included in the oblique-mosaic pixel map is reprojected to match a size and shape of a represented surface location as taken from the elevation, compass direction, and oblique angle of the virtual camera.

15. The method of claim 9 , further comprising removing, with the computer system, effects of elevation from the source oblique images prior to reprojection and then to add the effects of elevation to the oblique-mosaic image after reprojection.

16. The method of claim 9 , wherein metadata is stored with the oblique-mosaic image.

Assignments (6)
RELEASE OF SECURITY INTEREST Recorded Apr 14, 2025
From: HPS INVESTMENT PARTNERS, LLC
To: PICTOMETRY INTERNATIONAL CORP.
Reel/Frame 070828/0266 →
RELEASE OF FIRST LIEN SECURITY INTEREST IN PATENTS Recorded Apr 9, 2025
From: MORGAN STANLEY SENIOR FUNDING, INC.
To: PICTOMETRY INTERNATIONAL CORP.; EAGLE VIEW TECHNOLOGIES, INC.; OMNIEARTH, INC.
Reel/Frame 070786/0022 →
FIRST LIEN SECURITY AGREEMENT Recorded Mar 28, 2025
From: EAGLE VIEW TECHNOLOGIES, INC.; PICTOMETRY INTERNATIONAL CORP.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 070671/0078 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 24, 2021
From: SCHULTZ, STEPHEN; GIUFFRIDA, FRANK D.; GRAY, ROBERT L.
To: PICTOMETRY INTERNATIONAL CORP.
Reel/Frame 055387/0401 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Aug 23, 2018
From: PICTOMETRY INTERNATIONAL CORP.
To: MORGAN STANLEY SENIOR FUNDING, INC., AS COLLATERAL AGENT
Reel/Frame 046919/0065 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Aug 14, 2018
From: PICTOMETRY INTERNATIONAL CORP.
To: HPS INVESTMENT PARTNERS, LLC,
Reel/Frame 046823/0755 →
Continuity (8)
Continuation 15253135 · Aug 31, 2016
Continuation 14152366 · Jan 10, 2014
Continuation 13778708 · Feb 27, 2013
Continuation 13317499 · Oct 19, 2011
Continuation 12930546 · Jan 10, 2011
Continuation 11847125 · Aug 29, 2007
Provisional Application 60840992 · Aug 30, 2006
Related Publication 20180047197A1 · Feb 15, 2018