KR101614654B1 - Distance measurement of objects from droned with a monocular camera and GPS location data - Google Patents
Distance measurement of objects from droned with a monocular camera and GPS location data Download PDFInfo
- Publication number
- KR101614654B1 KR101614654B1 KR1020150077883A KR20150077883A KR101614654B1 KR 101614654 B1 KR101614654 B1 KR 101614654B1 KR 1020150077883 A KR1020150077883 A KR 1020150077883A KR 20150077883 A KR20150077883 A KR 20150077883A KR 101614654 B1 KR101614654 B1 KR 101614654B1
- Authority
- KR
- South Korea
- Prior art keywords
- single camera
- equation
- predetermined object
- distance
- image screen
- Prior art date
Links
Images
Classifications
-
- G06T7/0042—
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B64—AIRCRAFT; AVIATION; COSMONAUTICS
- B64C—AEROPLANES; HELICOPTERS
- B64C39/00—Aircraft not otherwise provided for
- B64C39/02—Aircraft not otherwise provided for characterised by special use
- B64C39/024—Aircraft not otherwise provided for characterised by special use of the remote controlled vehicle type, i.e. RPV
Landscapes
- Engineering & Computer Science (AREA)
- Aviation & Aerospace Engineering (AREA)
- Measurement Of Optical Distance (AREA)
Abstract
[purpose]
The present invention relates to a method for determining the position of a tracking object using a dron equipped with a single camera, and more particularly, to a method for determining a position of a tracking object, The present invention relates to a method of determining a position of a tracking object using a dron equipped with a single camera.
[Configuration]
A method of determining a position of a tracking object using a dron equipped with a single camera according to the present invention includes the steps of photographing a predetermined object located on the ground using a single camera mounted on a dron which is floated with an altimeter; Identifying the predetermined object displayed on the image screen photographed by the single camera, labeling the predetermined object in a rectangular box, and determining the position of the predetermined object.
[effect]
When using the tracking object position determination method using a dron equipped with a single camera according to the present invention, it is possible to easily measure the actual distance of a predetermined object displayed on an image screen using one camera.
In addition, there is an additional advantage that the actual coordinates of the detected object can be easily obtained using the GPS module mounted on the drone.
Description
The present invention relates to a method for determining the position of a tracking object using a dron equipped with a single camera, and more particularly, to a method for determining a position of a tracking object, The present invention relates to a method of determining a position of a tracking object using a dron equipped with a single camera.
In general, a technique of tracking a predetermined object such as a person, an animal, a car or the like or measuring a distance to an object by using an unmanned aerial vehicle (hereinafter referred to as a drone) floated in the air is being studied variously in the image processing field.
In the case of the distance information tracking technique, generally, two stereo cameras are used to calculate the distance to the object based on the parallax between the two images.
For example, Korean Unexamined Patent Publication No. 10-2011-0015142 (published on February 15, 2011) discloses a technique capable of accurately measuring the distance between a stereo camera and an object using optimized disparity .
However, when a stereo camera is used to calculate the distance to an object, additional costs are incurred, and when the apparatus is used in a device such as a dron that floats in the air, the total weight becomes large, which is disadvantageous in terms of energy consumption.
Therefore, there is a demand for a technology for tracking the distance of an object using a single camera.
The object of the present invention is to propose a method of mounting a single camera on a drone and estimating a distance to a predetermined object to be tracked by using an image obtained from the single camera.
A method of determining a position of a tracking object using a dron equipped with a single camera according to the present invention includes the steps of photographing a predetermined object located on the ground using a single camera mounted on a dron which is floated with an altimeter; Identifying the predetermined object displayed on the image screen photographed by the single camera, labeling the predetermined object in a rectangular box, and determining the position of the predetermined object.
In the present invention, the height of the drones measured by the altimeter is h,
Wherein an image center point of the image screen associated with the focal length f of the single camera is (x C , y C ), and the positional coordinates of the predetermined object displayed on the image screen is (x ', y''Is an arbitrary position on the horizontal axis with x C of the image screen as a reference point, and y' is an arbitrary position on the vertical axis with y C as a reference point), and between the horizontal direction of the drones and the shooting center direction of the single camera (Y) is an angle made in a state in which the angle is a first angle (? I), a focal distance direction from the single camera and the predetermined object displayed on the image screen are on a y-axis, (X) is an angle formed by a direction of a focal distance from the camera and a state in which the predetermined object displayed on the image screen is positioned on the x-axis is a third angle? (X) The distance on the x-axis of the predetermined object is l, and the distance on the y-axis is yd.
In the present invention, l and yd are measured by the number of pixels calculated from xc and yc, respectively.
Further, in the present invention, the actual distance d in the y direction and the actual distance xd in the x direction of the predetermined object are obtained from the dragon by the following equations 1 to 8, and then the distance from the dragon to the predetermined object Of the actual distance.
Equation 1
Equation 2
Equation 3
Equation 4
Equation 5
Equation 6
Equation 7
Equation 8
.
When using the tracking object position determination method using a dron equipped with a single camera according to the present invention, it is possible to easily measure the actual distance of a predetermined object displayed on an image screen using one camera.
In addition, there is an additional advantage that the actual coordinates of the detected object can be easily obtained using the GPS module mounted on the drone.
In addition, since the stereo camera is not used, the total weight of the drone can be reduced, and the manufacturing cost can be reduced.
1 is an example of an image screen shot through a single camera mounted on a drone.
FIGS. 2 and 3 are views for explaining a method for determining the position of a predetermined object located on the ground using a single camera mounted on a dron which is levitated according to the technical idea of the present invention.
Hereinafter, a tracking object position determination method using a dron equipped with a single camera proposed by the present invention will be described with reference to the drawings.
1 is an example of an image screen shot through a single camera mounted on a drone. For reference, the drone proposed in the present invention basically includes an altimeter for measuring the height of a dron and a camera as a photographing device for photographing a predetermined object. If necessary, a GPS module or a wireless transceiver .
As shown in the figure, in the present invention, an object (for example, a person) at a predetermined distance is discriminated through a single camera, and the object is subjected to a process of labeling it with a rectangular box, and the center point of the lower end of the object is processed as x 'and y'.
Here, xc and yc are the center points of the image screen, the distance l = | xc - x '|, and the distance yd = | yc - y |
Hereinafter, a method of determining or measuring the actual position or distance of the object displayed on the image screen shown in FIG. 1 will be described.
FIGS. 2 and 3 are views for explaining a method for determining the position of a predetermined object located on the ground using a single camera mounted on a dron which is levitated according to the technical idea of the present invention.
As can be seen in Figure 2, the drones are equipped with a single camera. The mounting direction of the single camera is mounted at a predetermined angle (? I) from the horizontal drones. That is, a single camera is mounted on the front side of the dron so that the angle between the horizontal direction of the drones and the shooting center direction (focal distance direction) of the single camera is the first angle? I. For reference, the altitude (h) of the suspended drones is measured by an altimeter.
2, a focal length of a single camera is f (the focal length f is given by the camera maker, which may vary depending on the type of the camera) The coordinate of the center point (hereinafter referred to as the center point of the image) is expressed by (xc, yc).
The horizontal distance from the dron to the object is d, the distance from the yc coordinate of the center of the image to the yc coordinate of the object is yd, the direction of the focal point from the single camera is Assuming that the angle formed when the object displayed on the image screen is positioned on the y-axis is the second angle? (Y), the following equation can be obtained.
For reference, the focal length f, the first angle? I and the altitude h are known, and the second angle? (Y) is obtained by calculating the number of pixels in the y-axis direction, while the second angle? (Y) Has a positive value when it is formed, and has a negative value when it is formed in the direction of yc upward.
Equation 1
Equation 2
Equation 3
Equation 4
The horizontal distance d from the drone can be measured by the above equation.
Next, a method of measuring the distance l on the x-axis of the object displayed on the image screen will be described with reference to FIG.
In FIG. 3, the coordinates x 'of an object located in the x-axis direction at the image center point (xc, yc) can be obtained as follows. For reference, the third angle? (X) is an angle made in a state in which the object displayed on the image screen is positioned on the x-axis, and the focal distance direction from the single camera. The distance from xc to x 'is known by calculating the number of pixels.
The distance xd in the x direction of the actual object displayed on the image screen at a predetermined distance from the drones in the x direction can be obtained as follows.
Equation 5
Equation 6
Equation 7
Equation 8
Accordingly, it can be seen that the actual distance of the object displayed on the image screen by the single camera as shown in FIG. 1 can be easily obtained by the trigonometric function method using Equation 4 and Equation 8. [
That is, the distance x on the x-axis and the distance yd on the y-axis of a predetermined object displayed at an arbitrary position on the image screen are calculated by software based on the center point (xc, yc) of the image screen, The distance of the actual object located on the ground can be obtained by combining Equation 4 and Equation 8.
Hereinafter, a method of determining a position of a tracking object using a dron equipped with a single camera according to the present invention will be described in more detail.
1. Operate a single camera that is tilted at a certain angle (first angle) towards the horizontally contrasted surface of the drones for shooting objects on the ground.
2. An image shot by a single camera is displayed on the image screen. For reference, the image screen may be displayed on the display unit and stored in a storage device.
3. Detect the object to be tracked and label it with a square box.
4. Select the center point of the lower end of the rectangular box that has been subjected to labeling as the position coordinates (x ', y') of the object
5. Equations 1 to 8 are combined to obtain the actual distance d from the dragon to the object (the actual distance d in the y direction and the actual distance xd in the x direction) and then calculate the actual distance from the drones by the trigonometric function method. Thus, the actual distance is the square root of d 2 + xd 2 .
When the tracking object position determination method using the dron equipped with a single camera according to the present invention is used, the actual distance of a predetermined object displayed on the image screen can be easily measured using one camera.
In addition, there is an additional advantage that the actual coordinates of the detected object can be easily obtained using the GPS module mounted on the drone.
Claims (2)
Photographing a predetermined object located on the ground using a single camera equipped with an altimeter and mounted on a levitated drones;
Identifying the predetermined object displayed on the image screen photographed by the single camera, labeling the predetermined object with a rectangular box, and determining the position of the predetermined object,
Wherein the height of the drones measured by the altimeter is h,
(X C , y C ) of the image screen associated with the focal length (f) of the single camera,
(X ', y') (x 'is an arbitrary position on the horizontal axis with x C of the image screen as a reference point, y' is a vertical axis with y C as a reference point , ≪ / RTI >
An angle between the horizontal direction of the drones and the photographing center direction of the single camera is a first angle (? I)
Wherein an angle formed by a focal distance direction from the single camera and the predetermined object displayed on the image screen on a y-axis is a second angle?
(X) is an angle formed by the focal distance direction from the single camera and the predetermined object displayed on the image screen on the x-axis,
When the distance on the x axis of the predetermined object displayed on the image screen is l and the distance on the y axis is yd,
L and yd are measured by the number of pixels calculated from xc and yc, respectively,
Equation 1
Equation 2
Equation 3
Equation 4
Equation 5
Equation 6
Equation 7
Equation 8
The actual distance d in the y direction and the actual distance xd in the x direction of the predetermined object are obtained from the drones according to Equations 1 to 8 and then the actual distance xd from the dragon to the predetermined object And determining a position of the tracking object using the dron equipped with the single camera.
The method of claim 1, wherein l = | xc-x '| and yd = |yc-y' |.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020150077883A KR101614654B1 (en) | 2015-06-02 | 2015-06-02 | Distance measurement of objects from droned with a monocular camera and GPS location data |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020150077883A KR101614654B1 (en) | 2015-06-02 | 2015-06-02 | Distance measurement of objects from droned with a monocular camera and GPS location data |
Publications (1)
Publication Number | Publication Date |
---|---|
KR101614654B1 true KR101614654B1 (en) | 2016-04-21 |
Family
ID=55918118
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
KR1020150077883A KR101614654B1 (en) | 2015-06-02 | 2015-06-02 | Distance measurement of objects from droned with a monocular camera and GPS location data |
Country Status (1)
Country | Link |
---|---|
KR (1) | KR101614654B1 (en) |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107993252A (en) * | 2017-11-29 | 2018-05-04 | 天津聚飞创新科技有限公司 | Subscriber tracing system, method and device |
CN111561906A (en) * | 2020-05-25 | 2020-08-21 | 北京洛必德科技有限公司 | Robot monocular distance measuring method, system, electronic device and computer storage medium |
KR20200132137A (en) * | 2019-05-15 | 2020-11-25 | 에이치에스앤티 주식회사 | Device For Computing Position of Detected Object Using Motion Detect and Radar Sensor |
US20210325912A1 (en) * | 2018-12-24 | 2021-10-21 | Autel Robotics Co., Ltd. | Method and device for estimating distance to target, and unmanned aerial vehicle |
US11216958B2 (en) * | 2017-05-25 | 2022-01-04 | SZ DJI Technology Co., Ltd. | Tracking method and device |
KR20240064392A (en) | 2022-11-04 | 2024-05-13 | 경북대학교 산학협력단 | Method and apparatus for tracking a ground target using a drone equipped with a camera |
-
2015
- 2015-06-02 KR KR1020150077883A patent/KR101614654B1/en active IP Right Grant
Non-Patent Citations (2)
Title |
---|
A general framework for trajectory triangulation |
움직이는 카메라를 이용한 목표물의 거리 및 속도 추정 |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11216958B2 (en) * | 2017-05-25 | 2022-01-04 | SZ DJI Technology Co., Ltd. | Tracking method and device |
US11776139B2 (en) | 2017-05-25 | 2023-10-03 | SZ DJI Technology Co., Ltd. | Tracking method and device |
CN107993252A (en) * | 2017-11-29 | 2018-05-04 | 天津聚飞创新科技有限公司 | Subscriber tracing system, method and device |
US20210325912A1 (en) * | 2018-12-24 | 2021-10-21 | Autel Robotics Co., Ltd. | Method and device for estimating distance to target, and unmanned aerial vehicle |
US11747833B2 (en) * | 2018-12-24 | 2023-09-05 | Autel Robotics Co., Ltd. | Method and device for estimating distance to target, and unmanned aerial vehicle |
KR20200132137A (en) * | 2019-05-15 | 2020-11-25 | 에이치에스앤티 주식회사 | Device For Computing Position of Detected Object Using Motion Detect and Radar Sensor |
KR102230552B1 (en) * | 2019-05-15 | 2021-03-22 | 에이치에스앤티 주식회사 | Device For Computing Position of Detected Object Using Motion Detect and Radar Sensor |
CN111561906A (en) * | 2020-05-25 | 2020-08-21 | 北京洛必德科技有限公司 | Robot monocular distance measuring method, system, electronic device and computer storage medium |
KR20240064392A (en) | 2022-11-04 | 2024-05-13 | 경북대학교 산학협력단 | Method and apparatus for tracking a ground target using a drone equipped with a camera |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
KR101614654B1 (en) | Distance measurement of objects from droned with a monocular camera and GPS location data | |
US20210012520A1 (en) | Distance measuring method and device | |
CN108700890B (en) | Unmanned aerial vehicle return control method, unmanned aerial vehicle and machine readable storage medium | |
CN110044300B (en) | Amphibious three-dimensional vision detection device and detection method based on laser | |
US20220036574A1 (en) | System and method for obstacle avoidance | |
EP3321888B1 (en) | Projected image generation method and device, and method for mapping image pixels and depth values | |
CN108351654B (en) | System and method for visual target tracking | |
CN107329490B (en) | Unmanned aerial vehicle obstacle avoidance method and unmanned aerial vehicle | |
CN109470158B (en) | Image processing device and distance measuring device | |
JP5618840B2 (en) | Aircraft flight control system | |
CN111344644B (en) | Techniques for motion-based automatic image capture | |
WO2018086122A1 (en) | Method and system for fusion of multiple paths of sensing data | |
JP5775632B2 (en) | Aircraft flight control system | |
CN110225249B (en) | Focusing method and device, aerial camera and unmanned aerial vehicle | |
CN108140245B (en) | Distance measurement method and device and unmanned aerial vehicle | |
CN108235815B (en) | Imaging control device, imaging system, moving object, imaging control method, and medium | |
CN111435081B (en) | Sea surface measuring system, sea surface measuring method and storage medium | |
JP2020534198A (en) | Control methods, equipment and systems for mobile objects | |
CN106408601A (en) | GPS-based binocular fusion positioning method and device | |
CN107560603A (en) | A kind of unmanned plane oblique photograph measuring system and measuring method | |
US20210097696A1 (en) | Motion estimation methods and mobile devices | |
WO2020019175A1 (en) | Image processing method and apparatus, and photographing device and unmanned aerial vehicle | |
KR102578056B1 (en) | Apparatus and method for photographing for aerial photogrammetry using an air vehicle | |
CN110989645A (en) | Target space attitude processing method based on compound eye imaging principle | |
US20210256732A1 (en) | Image processing method and unmanned aerial vehicle |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
E902 | Notification of reason for refusal | ||
E701 | Decision to grant or registration of patent right | ||
GRNT | Written decision to grant | ||
FPAY | Annual fee payment |
Payment date: 20190425 Year of fee payment: 4 |