Granted Patent B2

US 12,423,846 · App. 16/861,781 · Granted Sep 23, 2025

Inventors: Vipula Liyanaarachchi (Battaramulla, LK); Raveen T. Thrimawithana (Pannipitiya, LK); Michael Wijayantha Medagama (Nawala, LK)

Assignee: Zebra Technologies Corporation

G06T7/593G06T7/60G06T19/20H04N13/296G06T2207/10012G06T2219/012

Abstract

Claims (53)

1. A method, comprising:

obtaining a reference stereo image from a stereo camera assembly of a mobile computing device;

detecting a reference object support surface from the reference stereo image;

determining, based on the reference object support surface detected from the reference stereo image and an output gravity vector from a motion sensor of the mobile computing device, an inclination angle of the reference object support surface corresponding to an angle between the output gravity vector from the motion sensor of the mobile computing device and a normal vector to the reference object support surface;

obtaining a first dimensioning stereo image from the stereo camera assembly;

detecting the reference object support surface in the first dimensioning stereo image, using the inclination angle as a constraint;

detecting a first object surface in the first dimensioning stereo image; and

generating dimensions of the object based on the first object surface and the reference object support surface.

2. The method of claim 1 , further comprising:

obtaining a second dimensioning stereo image from the stereo camera assembly;

detecting the reference object support surface in the second dimensioning stereo image based on the inclination angle;

detecting a second object surface in the second dimensioning stereo image; and

generating further dimensions of the object based on the second object surface and the reference object support surface.

3. The method of claim 2 , comprising obtaining the reference stereo image prior to obtaining the first dimensioning stereo image.

4. The method of claim 2 , comprising obtaining the reference stereo image after obtaining the second dimensioning stereo image.

5. The method of claim 2 , wherein the dimensions include a height and a width, and wherein the further dimensions include a depth.

6. The method of claim 1 , wherein using the inclination angle as a constraint includes providing the inclination angle as an input to a plane fitting operation.

7. The method of claim 1 , further comprising: rendering the dimensions on a display of the mobile computing device.

8. The method of claim 1 , wherein the reference object support surface includes at least one of a floor, a ramp, or a shelf.

9. A computing device, comprising:

a stereo camera assembly;

a motion sensor; and

a controller connected with the stereo camera assembly and the motion sensor, the controller configured to:

control the stereo camera assembly to capture a reference stereo image;

detect a reference object support surface from the reference stereo image;

determine, based on the reference object support surface detected from the reference stereo image and an output gravity vector from the motion sensor, an inclination angle of the reference object support surface corresponding to an angle between the output gravity vector from the motion sensor and a normal vector to the reference object support surface;

control the stereo camera assembly to capture a first dimensioning stereo image;

detect the reference object support surface in the first dimensioning stereo image, using the inclination angle as a constraint;

detect a first object surface in the first dimensioning stereo image; and

generate dimensions of the object based on the first object surface and the reference object support surface.

10. The computing device of claim 9 , wherein the controller is further configured to:

control the stereo camera assembly to capture a second dimensioning stereo image from the stereo camera assembly;

detect the reference object support surface in the second dimensioning stereo image based on the inclination angle;

detect a second object surface in the second dimensioning stereo image; and

generate further dimensions of the object based on the second object surface and the reference object support surface.

11. The computing device of claim 10 , wherein the controller is further configured to capture the reference stereo image prior to capturing the first dimensioning stereo image.

12. The computing device of claim 10 , wherein the controller is further configured to capture the reference stereo image after capture of the second dimensioning stereo image.

13. The computing device of claim 10 , wherein the dimensions include a height and a width, and wherein the further dimensions include a depth.

14. The computing device of claim 9 , wherein the controller is configured, in order to use the inclination angle as a constraint, to provide the inclination angle as an input to a plane fitting operation.

15. The computing device of claim 9 , further comprising a display, wherein the controller is further configured to render the dimensions on the display.

16. The computing device of claim 9 , wherein the reference object support surface includes at least one of a floor, a ramp, or a shelf.

17. A non-transitory computer-readable medium storing instructions executable by a processor of a mobile computing device, the instructions comprising:

controlling a stereo camera assembly to capture a reference stereo image;

detecting a reference object support surface from the reference stereo image;

determining, based on the reference object support surface detected from the reference stereo image and an output gravity vector from a motion sensor of the mobile computing device, an inclination angle of the reference object support surface corresponding to an angle between the output gravity vector from the motion sensor of the mobile computing device and a normal vector to the reference object support surface;

controlling the stereo camera assembly to capture a first dimensioning stereo image;

detecting the reference object support surface in the first dimensioning stereo image, using the inclination angle as a constraint;

detecting a first object surface in the first dimensioning stereo image; and

generating dimensions of the object based on the first object surface and the reference object support surface.

18. The non-transitory computer-readable medium of claim 17 , the instructions further comprising:

controlling the stereo camera assembly to capture a second dimensioning stereo image from the stereo camera assembly;

detecting the reference object support surface in the second dimensioning stereo image based on the inclination angle;

detecting a second object surface in the second dimensioning stereo image; and generating further dimensions of the object based on the second object surface and the reference surface.

Assignments (4)

Continuity (1)

References Cited (13)