IP Library Granted Patent US 11,250,262
Granted Patent B2
US 11,250,262 · App. 17/199,010 · Granted Feb 15, 2022

Wildfire surveillance UAV and fire surveillance system

Inventor: Steven Raucher (Austin, TX)
Assignee: RapidDeploy, Inc.
G06K9/00657B64C39/024G01R23/165B64C2201/122B64C2201/125B64C2201/127G06K2009/00644
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Quick Facts
Patent No.
US 11,250,262
App. No.
17/199,010
Granted
Feb 15, 2022
Kind
B2
Abstract

An unmanned aerial vehicle (UAV) includes a propulsion system, a camera system, a processor, and communications circuitry. The camera system includes an image channel with a band pass filter centered near a spectral line of a material associated with wildfires, and the camera system captures a spectral line emission image within a region of a potential wildfire. The processor uses the captured spectral line emission image to identify an emission event indicative of a wildfire. The communications circuitry transmits, to a dispatch system, data describing a location of an identified emission event. The dispatch system may dispatch firefighting resources to the location of the wildfire.

Claims (36)

1. An unmanned aerial vehicle (UAV) comprising:

a propulsion system configured to maneuver the UAV to a region of a potential wildfire;

a camera system configured to capture images within the region of the potential wildfire, the camera system comprising:

a first camera channel comprising a first band pass filter centered near a spectral line of a material associated with wildfires; and

a second camera channel comprising a second band pass filter excluding the spectral line of the material associated with wildfires;

a processor configured to:

receive a first image from the first camera channel and a second image from the second camera channel, the first image and the second image corresponding to a same area; and

compare the first image to the second image to identify an emission event based on a location in the first image having at least a threshold relative brightness to a corresponding location in the second image; and

communications circuitry configured to transmit, to a dispatch system, data describing the identified emission event.

2. The UAV of claim 1 , wherein the first band pass filter is centered at around 770 nm and has a bandwidth of between 0.1 nm and 5 nm.

3. The UAV of claim 1 , wherein the first band pass filter is centered at around 766.5 nm and has a bandwidth between 0.1 nm and 5 nm.

4. The UAV of claim 1 , further comprising an environmental sensor configured to measure at least one of temperature, humidity, air pressure, wind direction, and wind speed.

5. The UAV of claim 1 , further comprising a second camera system configured to capture images of light in the visible spectrum, wherein the communication circuitry is further configured to transmit images captured by the second camera system in response to the processor identifying the emission event.

6. The UAV of claim 1 , further comprising at least one location sensor for determining the location of the UAV, wherein the data describing the identified emission event comprises a location of a wildfire, the location of the wildfire based on the location of the UAV when the emission event is identified.

7. The UAV of claim 1 , the processor further configured to determine a location of at least one boundary of the emission event, the data describing the identified emission event comprising the location of the at least one boundary.

8. An unmanned aerial vehicle (UAV) comprising:

a propulsion system configured to maneuver the UAV to a region of a potential wildfire;

a camera system configured to capture images within the region of the potential wildfire, the camera system comprising:

a first camera channel to output a first image, the first camera channel comprising a first band pass filter centered near a spectral line of a material associated with wildfires; and

a second camera channel to output a second image, the second camera channel comprising a second band pass filter excluding the spectral line of the material associated with wildfires, the second image corresponding to a same area as the first image; and

communications circuitry configured to transmit, to an external processing system, the first image and the second image, the external processing system configured to:

receive the first image and the second image from the UAV; and

compare the first image to the second image to identify an emission event based on a location in the first image having at least a threshold relative brightness to a corresponding location in the second image.

9. The UAV of claim 8 , wherein the first band pass filter is centered at around 770 nm or 766.5 nm, and the first band pass filter has a bandwidth of between 0.1 nm and 5 nm.

10. The UAV of claim 8 , further comprising an environmental sensor configured to measure at least one of temperature, humidity, air pressure, wind direction, and wind speed.

11. The UAV of claim 8 , further comprising a second camera system configured to capture images of light in the visible spectrum, wherein the communication circuitry is further configured to transmit images captured by the second camera system.

12. The UAV of claim 8 , further comprising at least one location sensor for determining the location of the UAV, the communications circuitry configured to transmit the location of the UAV associated with the first image and the second image.

13. A method for detecting wildfires comprising:

dispatching an unmanned aerial vehicle (UAV) along a flight path, the UAV comprising a camera system configured to capture images of emissions characteristic of wildfires;

capturing, by the camera system of the UAV, a spectral line emission image at a location along the flight path, a first camera channel for capturing the spectral line emission image comprising a first band pass filter centered near a spectral line of a material associated with wildfires;

capturing, by the camera system of the UAV, a reference image at the location along the flight path, a second camera channel for capturing the reference image comprising a second band pass filter excluding the spectral line of the material associated with wildfires, the spectral line emission image and the reference image corresponding to a same area;

processing the spectral line emission image and reference image to identify an emission event indicative of a wildfire, the processing comprising comparing the spectral line emission image to the reference image to identify the emission event based on a location in the spectral line emission image having at least a threshold relative brightness to a corresponding location in the reference image; and

transmitting, to a dispatch system, data describing the identified emission event.

14. The method of claim 13 , wherein the first band pass filter is centered at around 770 nm or 766.5 nm, and the first band pass filter has a bandwidth of between 0.1 nm and 5 nm.

15. The method of claim 13 , further comprising obtaining, from an environmental sensor, an environmental measurement comprising at least one of temperature, humidity, air pressure, wind direction, and wind speed, and transmitting the environmental measurement to the dispatch system.

16. The method of claim 13 , further comprising obtaining an image of visible light from a second camera system of the UAV, and transmitting the image of visible light to the dispatch system.

Assignments (9)
RELEASE OF SECURITY INTEREST Recorded Mar 6, 2025
From: AVENUE CAPITAL MANAGEMENT II, L.P.
To: RAPIDDEPLOY, INC.
Reel/Frame 070424/0773 →
SECURITY INTEREST Recorded Mar 29, 2024
From: RAPIDDEPLOY, INC.
To: AVENUE CAPITAL MANAGEMENT II, L.P.
Reel/Frame 066944/0803 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY AT REEL/FRAME NO. 62456/0227 Recorded Mar 28, 2024
From: TEXAS CAPITAL BANK
To: RAPIDDEPLOY, INC.; EMERGENT COMMUNICATIONS INC.
Reel/Frame 066948/0427 →
RELEASE OF SECURITY INTEREST Recorded Jan 23, 2023
From: SILICON VALLEY BANK
To: RAPIDDEPLOY, INC.
Reel/Frame 062456/0948 →
SECURITY INTEREST Recorded Jan 23, 2023
From: RAPIDDEPLOY, INC.; EMERGENT COMMUNICATIONS INC.
To: TEXAS CAPITAL BANK
Reel/Frame 062456/0227 →
RELEASE OF SECURITY INTEREST Recorded Jan 23, 2023
From: SILICON VALLEY BANK, AS AGENT
To: RAPIDDEPLOY, INC.
Reel/Frame 062457/0390 →
SECURITY INTEREST Recorded Mar 31, 2022
From: RAPIDDEPLOY, INC.
To: SILICON VALLEY BANK, AS AGENT
Reel/Frame 059466/0350 →
SECURITY INTEREST Recorded Mar 31, 2022
From: RAPIDDEPLOY, INC.
To: SILICON VALLEY BANK
Reel/Frame 059466/0309 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 12, 2021
From: RAUCHER, STEVEN
To: RAPIDDEPLOY, INC.
Reel/Frame 055574/0633 →
Continuity (2)
Provisional Application 62988703 · Mar 12, 2020
Related Publication 20210286999A1 · Sep 16, 2021