CN106525074A - Compensation method and device for holder drift, holder and unmanned aerial vehicle - Google Patents

Compensation method and device for holder drift, holder and unmanned aerial vehicle Download PDF

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Publication number
CN106525074A
CN106525074A CN201610893832.XA CN201610893832A CN106525074A CN 106525074 A CN106525074 A CN 106525074A CN 201610893832 A CN201610893832 A CN 201610893832A CN 106525074 A CN106525074 A CN 106525074A
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head
image
angle
drift
drift angle
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CN106525074B (en
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蒲庆
詹先龙
杨建军
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Beijing Yuandu Internet Technology Co.,Ltd.
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Zerotech Chongqing Intelligence Robot Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C25/00Manufacturing, calibrating, cleaning, or repairing instruments or devices referred to in the other groups of this subclass
    • G01C25/005Manufacturing, calibrating, cleaning, or repairing instruments or devices referred to in the other groups of this subclass initial alignment, calibration or starting-up of inertial devices

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  • Manufacturing & Machinery (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Image Processing (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

The embodiment of the invention provides a compensation method and device for holder drift, a holder and an unmanned aerial vehicle, and is applied to the technical field of the unmanned aerial vehicle. The compensation method comprises the following steps: through a first image and a second image collected by an image acquisition device on the holder, obtaining a holder drift angle, and controlling the holder to move to compensate the drift angle. According to the compensation method, the technical problem that the estimation and the compensation of the holder drift cannot be accurately carried out when the zero drift of a gyroscope is compensated is solved.

Description

A kind of compensation method of head drift, device, head and unmanned plane
Technical field
The present invention relates to unmanned air vehicle technique field, compensation method, device in particular to a kind of drift of head, cloud Platform and unmanned plane.
Background technology
In the related, the stable platform apparatus of unmanned plane calculate acquisition gyroscope quick by reading gyro data The movement angle of sense stage body relative inertness coordinate system, is compensated to the angle by closed-loop control torque motor, overcomes carrier to transport Dynamic impact, it is ensured that gyroscope sensitivity stage body keeps local level.But gyroscope or Inertial Measurement Unit (Inertial Measurement unit, abbreviation IMU) in gyroscope there is null offset, can there is larger error in long-time accumulation calculating. In order to compensate due to the error caused by head drift, information can be obtained using other sensors and gyroscopic drift is estimated And error compensation.Wherein, for airborne tripod head, can be compensated on course by the magnetic compass on the flight controller of unmanned plane Error, but in the case where there is high-intensity magnetic field interference etc., magnetic compass affects larger due to being disturbed, therefore is not suitable for compensation Course error, and for for example hand-held stabilized platform of application-specific, do not have magnetic compass with equipment sheet, cannot more pass through magnetic sieve Error on disk compensation course.
The content of the invention
In view of this, a kind of compensation method of head drift, device, head and unmanned plane is embodiments provided, It is intended to improve the problems referred to above.
A kind of compensation method of head drift provided in an embodiment of the present invention, methods described include:Obtain the figure on head As first image and the second image of harvester collection.According to the coordinate information of the image characteristic point in described first image and The variable quantity of the coordinate information of the image characteristic point in second image obtains the drift angle of the head.Will be acquired The drift angle is sent to the head, so that the head carries out angle benefit of drifting about according to the drift angle of the head Repay.
A kind of compensation device of head drift provided in an embodiment of the present invention, the compensation device of the head drift include: Image collection module, for obtaining first image and the second image of the image acquisition device on head.Drift value is obtained Module, for the image characteristic point in the coordinate information according to the image characteristic point in described first image and second image The variable quantity of coordinate information obtain the drift angle of the head.Drift angle compensating module, described in will be acquired Drift angle is sent to the head, so that the head carries out drift angle compensation according to the drift angle of the head.
A kind of head provided in an embodiment of the present invention, the head include:Head body, the figure being arranged on head body As the processor that harvester, memory and the memory are electrically connected with;And the compensation device of head drift.The cloud Platform drift compensation device be installed on the memory in and including one or more by the computing device software function Module.The compensation device of the head drift includes:Image collection module, for obtaining the image acquisition device on head The first image and the second image.Drift value acquisition module, for the coordinate according to the image characteristic point in described first image The variable quantity of the coordinate information of the image characteristic point in information and second image obtains the drift angle of the head.Drift Angle compensation module, for the acquired drift angle is sent to the head, so that the head is according to the cloud The drift angle of platform carries out drift angle compensation.
A kind of unmanned plane provided in an embodiment of the present invention, memory, and processor, are electrically connected with the memory, The compensation device of head drift, during the compensation device of head drift is installed on the memory and including one or more by The software function module of the computing device.The compensation device of the head drift includes:Image collection module, for obtaining First image and the second image of the image acquisition device on head.Drift value acquisition module, for according to described first The variable quantity of the coordinate information of the image characteristic point in the coordinate information of the image characteristic point in image and second image is obtained Take the drift angle of the head.Drift angle compensating module, for the acquired drift angle is sent to the cloud Platform, so that the head carries out drift angle compensation according to the drift angle of the head.
The compensation method of head drift provided in an embodiment of the present invention and device are applied to cloud provided in an embodiment of the present invention Platform and unmanned plane, obtain the drift angle of head by first image and the second image of the image acquisition device on head Degree, control head compensate the drift angle.Avoid the null offset using magnetic compass to gyroscope to be estimated and compensated When, by the larger estimation and compensation for leading to not more accurately to carry out head drift of the interference effects such as magnetic field, null offset Technical problem.
For enabling the above objects, features and advantages of the present invention to become apparent, preferred embodiment cited below particularly, and coordinate Appended accompanying drawing, is described in detail below.
Description of the drawings
In order to be illustrated more clearly that the technical scheme of the embodiment of the present invention, below by to be used attached needed for embodiment Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, thus be not construed as it is right The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can be with according to this A little accompanying drawings obtain other related accompanying drawings.
Fig. 1 is the block diagram of the compensation equipment of head drift provided in an embodiment of the present invention;
The step of Fig. 2 is the compensation method of the head drift that first embodiment of the invention is provided flow chart;
The sub-step flow process of the step of Fig. 3 is the compensation method of the head drift that first embodiment of the invention is provided S202 Figure;
The sub-step flow chart of the step of Fig. 4 is the compensation method shown in Fig. 3 S301;
The step of Fig. 5 is the default computation rule in the compensation method shown in Fig. 4 flow chart;
The sub-step flow process of the step of Fig. 6 is the compensation method of the head drift that first embodiment of the invention is provided S203 Figure;
Fig. 7 is the functional block diagram of the compensation device of the head drift that second embodiment of the invention is provided.
Specific embodiment
For making purpose, technical scheme and the advantage of the embodiment of the present invention clearer, below in conjunction with the embodiment of the present invention In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is The a part of embodiment of the present invention, rather than the embodiment of whole.Based on the embodiment in the present invention, those of ordinary skill in the art The every other embodiment obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.Therefore, The detailed description of the embodiments of the invention to providing in the accompanying drawings is not intended to limit the model of claimed invention below Enclose, but be merely representative of the selected embodiment of the present invention.
Fig. 1 is the block diagram of compensation equipment provided in an embodiment of the present invention 100, and the compensation equipment can include cloud Platform or the unmanned plane comprising head.The compensation equipment 100 includes:Compensation device 101, memory 102, storage control 103rd, processor 104, Peripheral Interface 105, input-output unit 106 and display unit 107.The memory 102, storage control Device 103, processor 104, Peripheral Interface 105, input-output unit 106,107 each element of display unit each other directly or Ground connection is electrically connected with, to realize the transmission or interaction of data.For example, these elements each other can be by one or more communication Bus or holding wire are realized being electrically connected with.The compensation device 101 includes that at least one can be with software or firmware (firmware) Form be stored in the memory 102.The executable module that the processor 104 is stored in being used for performing memory 102, Software function module or computer program that such as described track up device includes.
Wherein, memory 102 may be, but not limited to, random access memory (Random Access Memory, RAM), read-only storage (Read Only Memory, ROM), programmable read only memory (Programmable Read-Only Memory, PROM), erasable read-only memory (Erasable Programmable Read-Only Memory, EPROM), Electricallyerasable ROM (EEROM) (Electric Erasable Programmable Read-Only Memory, EEPROM) etc.. Wherein, memory 102 is used for storage program, and the processor 104 performs described program, subsequently after execute instruction is received Method performed by the server/computer of the flow definition that embodiment of the present invention any embodiment is disclosed can apply to process In device 104, or realized by processor 104.
A kind of possibly IC chip of processor 104, the disposal ability with signal.Above-mentioned processor 104 can To be general processor, including central processing unit (Central Processing Unit, abbreviation CPU), network processing unit (Network Processor, abbreviation NP) etc.;Can also be digital signal processor (DSP), special IC (ASIC), It is ready-made programmable gate array (FPGA) or other PLDs, discrete gate or transistor logic, discrete hard Part component.Can realize or perform disclosed each method in the embodiment of the present invention, step and logic diagram.General processor Can be microprocessor or the processor can also be any conventional processor etc..
Various input-output units 106 are coupled to processor 104 and memory 102 by the Peripheral Interface 105.One In a little embodiments, Peripheral Interface 105, processor 104 and storage control 103 can be realized in one single chip.At other In some examples, they can be realized by independent chip respectively.
Input-output unit 106 is used for being supplied to user input data to realize interacting for user and the head.It is described defeated Enter output unit 106 may be, but not limited to, touch-screen, mouse and keyboard etc., export correspondence for the operation in response to user Signal.
Display unit 107 provide between the unmanned plane and user an interactive interface (such as user interface) or Refer to user for display image data.In the present embodiment, the display unit can be that liquid crystal display or touch-control are aobvious Show device.If touch control display, which can be support single-point and the capacitance type touch control screen or resistance type touch control screen of multi-point touch operation Deng.Support that single-point and multi-point touch operation refer to that touch control display can sense one or more positions on the touch control display The touch control operation of place's simultaneously generation is put, and transfers to processor to be calculated and processed the touch control operation for sensing.
Refer to Fig. 2, be first embodiment of the invention provide head drift compensation method the step of flow chart.Below Idiographic flow shown in Fig. 2 will be described in detail.
Step S201, first image and the second image of the image acquisition device on acquisition head.
Head is generally positioned at the end of image collecting device, and the fixed support as image collecting device and bottom connect Axle, realizes image collecting device in diverse location, the IMAQ of different visual angles by the position movement and attitudes vibration of head Operation.The change that therefore, it can the pixel coordinate of the characteristic point in the image information by image acquisition device obtains institute State the drift angle of head.
Described image harvester is fixedly installed with the head, is driven by three spindle motors of the head solid on head If image collecting device be rotated up in roll, pitching and boat.Described image harvester collection at least two field pictures, wherein Including the first image and the second image, preferably the acquisition time of described first image is prior to second image.Described image is adopted Acquisition means can gather multiple image with any attitude, therefrom select the two field pictures for meeting computation rule as first figure Picture and second image.Described image harvester can be to gather two field pictures with default rule, will be with preset rules Before and after collection, two field pictures are used as the first image and the second image.The preset rules can include:Default collection image The attitude of time, scene, three spindle motors collection described first image and second image, displacement etc. arrange rule.In view of not Same scene, different acquisition time period, when different attitude, the difference such as the amount of movement of three spindle motors, side-play amount is larger, no Beneficial to the calculating of head drift value, therefore preferably preset rules are same collection position and same attitude, further, can be with Select the two field pictures that described first image and second image are that described image harvester is continuously shot.As, it is described The image collecting device being fixedly installed on head is successively gathered described in Same Scene with same attitude at same collection position First image and the second image.Certainly, arranged according to the actual drift value of the head in practical application and calculation procedure, can be by The acquisition condition of described first image and second image is appropriately modified, and for example, acquisition time is set to 1s Deng.
In other embodiments, the image acquisition device described first image on the head and described second Before image, condition adjudgement process can also be increased, to carry out the measurement and compensation of head drift in inactive state, with reality The compensation effect that now preferably head drifts about.The condition adjudgement process of head includes:The attitude information of the head is obtained, is passed through The attitude information of the head judges the head state in which.If judging the cloud by the attitude information of the head Platform remains static, in execution step S201, obtain head on image acquisition device described first image and institute The step of stating the second image.
The attitude information of the head, can include attitude angle of the head on three axis of orientations, the three-dimensional of head Coordinate etc..The mode for obtaining the attitude information of the head can include:By the Inertial Measurement Unit of head, inertial navigation system The output data of IMU etc. obtains the attitude information of the head.If being judged at the head by the attitude information of the head In inactive state, the first image and the step of the second image for obtaining the image collecting device on the head can be continued executing with Suddenly.If judging that the head is kept in motion by the attitude information of the head, can select not performing follow-up cloud The compensating operation of platform drift, or in the compensating operation of head drift, by the exercise data of head itself from the shifting of head Reject in dynamic data, or for the different ginseng of the calculating process matched size of the drift angle of the head of different motion state Number, to obtain more accurate measurement data.Other schemes that can obtain more accurate measurement data may be applicable to this Embodiment.
Step S202, according to the figure in the coordinate information and second image of the image characteristic point in described first image As the variable quantity of the coordinate information of characteristic point, the drift angle of the head is obtained.
After obtaining first image and the second image of described image harvester collection, by described first image and second The variable quantity of the coordinate information of corresponding image characteristic point on image, with reference to Formula of Coordinate System Transformation, obtains described image collection dress The deviation angle on three axles is put, the drift angle of the head is as obtained.
Step S203, the acquired drift angle is sent to the head, so that the head is according to the cloud The drift angle of platform carries out drift angle compensation.
After obtaining the drift angle of the head, corresponding compensation rate is obtained according to drift angle, control head according to The compensation rate is moved and pose adjustment, to compensate the drift of head itself generation.The drift angle of the head can be with Be the head during described image harvester gathers the first image and second image, three spindle motors are in three axles Drift angle on direction.Then correspondingly, the compensation rate can be equal with the numerical value of the drift value, in opposite direction Vector.
For example, if the drift angle for obtaining is:Roll, 1 °;- 1 ° of pitching;5 ° of course, represents that the head there occurs roll The positive 5 ° drift in positive 1 °, 1 ° of pitching negative sense and course.Corresponding compensation rate is set to:Roll, -1 °;1 ° of pitching;Course- 5 °, as control head and 1 ° is rotated along roll negative sense, rotate forward 1 ° along pitching, move 5 ° along row course negative sense, to compensate cloud The drift that roll is positive 1 °, 1 ° of pitching negative sense and course are positive 5 ° that platform occurs.
Drift in view of roll direction and pitch orientation by low pass filter accelerometer data, and can combine card Kalman Filtering scheduling algorithm is accurately estimated and is compensated, therefore the image using above-mentioned image acquisition device carries out head When the estimation and compensation of drift, can be estimated and be compensated only for the drift on head course.
The compensation method of head provided in an embodiment of the present invention drift, control image collecting device fixed on head according to Preset rules successively gather two field pictures.By the coordinate information of individual features point in described first image and second image Change, with reference to default Coordinate Conversion Rule image collecting device in three axial side-play amounts, and be derived from cloud The drift value of platform.Compensation is corrected according to the drift value by cradle head controllor control head.The drift value of head drift is obtained Take the estimation and compensation for affecting to drift about with the interference of factor such as external magnetic field in compensation process, will not be subject to easily, very big journey Improve head drift-compensated accuracy degree.
Refer to Fig. 3, be first embodiment of the invention provide head drift compensation method the step of S202 sub-step Rapid flow chart.Specific explanations will be carried out to the content shown in Fig. 3 below.
Step S301, according to the coordinate information of at least four described image characteristic points in described first image is obtained First attitude angle of head, according to the coordinate information of at least four described image characteristic points in second image is obtained Second attitude angle of head.
After obtaining the first image, according to coordinate information and the Coordinate Conversion rule of the image characteristic point in described first image First attitude angle of the head is obtained then.Correspondingly, according to the picture corresponding with described first image in second image The coordinate of vegetarian refreshments obtains the second attitude angle of the head.Fig. 4 is referred to, is the sub-step flow chart of step S301, below will Step shown in Fig. 4 is specifically described.
Step S401, obtains the characteristic information of the fisrt feature point and fisrt feature point in described first image.
After obtaining the first gathered image, choose with certain identification from multiple pixels of described first image Characteristic information fisrt feature point, such as characteristic point of the characteristic information with invariable rotary, and obtain selected first The characteristic information of characteristic point.
Step S402, on second image, selected characteristic information is corresponding with the characteristic information of the fisrt feature point Second feature point.
After obtaining the second gathered image, according to the characteristic information of the fisrt feature point chosen in the first image, from institute The second feature point of the characteristic information with certain identification is chosen in stating multiple pixels of the second image, and obtains selected Second feature point characteristic information.
Step S403, according to the pixel coordinate of the fisrt feature point and it is default calculate Rule described in head first Attitude angle.
After the characteristic information of the fisrt feature point for obtaining the first image according to above-mentioned steps, from the fisrt feature point The pixel coordinate of fisrt feature point is obtained in characteristic information.Using the pixel coordinate of fisrt feature point, and default computation rule is obtained Take the first attitude angle of the head.The default computation rule can be imaging coordinate system and the corresponding conversion of world coordinate system Rule, gathers the first appearance during described first image using the pixel coordinate and Coordinate Conversion Rule head of fisrt feature point State angle.The imaging coordinate system mainly includes two steps with the corresponding conversion rule of the world coordinate system:Feature on image The imaging coordinate system of point is tied to the transfer process of world coordinate system with the transfer process of camera coordinates system, and camera coordinates.It is logical Cross above-mentioned transfer process and can realize that characteristic point two-dimensional coordinate in imaging coordinate system is three-dimensional in world coordinate system on image The conversion of coordinate.
Step S404, according to the pixel coordinate of the second feature point and it is default calculate Rule described in head second Attitude angle.
After obtaining the characteristic information of second feature point of the second image, obtain from the characteristic information of the second feature point Take the pixel coordinate of second feature point.Using the pixel coordinate of second feature point, and default computation rule, obtain head and adopt Collect the second attitude angle during second image.What the default computation rule can be applied with the first attitude angle acquisition process Default computation rule, is the corresponding conversion rule of imaging coordinate system and world coordinate system, and its specific transfer process can be joined See Fig. 5.Step shown in Fig. 5 will be specifically described below.
Step S501, obtains the pixel coordinate of pixel described at least four.
Mainly include four data in the corresponding conversion rule of imaging coordinate system and world coordinate system, two-dimensional pixel coordinate, Attitude angle matrix, camera internal reference matrix and three-dimensional world coordinate, carry out two-dimensional coordinate to three-dimensional seat hence with the transformation rule The pixel coordinate of at least four pixels when target is changed, is needed, the concrete numerical value of attitude angle matrix can be just drawn.Four pixels The higher pixel of four identifications that point can be included for a certain characteristic point, it is also possible to four characteristic points.Certainly, pixel Quantity is chosen at least four, and obtaining multiple pixels carries out Coordinate Conversion calculating, can further improve the accurate of calculating process Degree.
The pixel coordinate of pixel described at least four is substituted into Formula of Coordinate System Transformation by step S502 respectively, obtains attitude Angular moment battle array.
If OXYZ is world coordinate system, uv is the image coordinate system in units of pixel.If certain object point P is in world coordinates Coordinate under system is (X, Y, Z), then corresponding picture point p is (u, v) in the coordinate of image coordinate system.
After obtaining the pixel coordinate of at least described pixel, the pixel coordinate of each pixel is brought into coordinate respectively Conversion formula:
In above-mentioned Formula of Coordinate System Transformation,The two-dimensional pixel coordinate of the characteristic point on image acquired in representing, R are represented Attitude angle matrix, C represent the internal reference matrix of camera,Represent the three-dimensional world coordinate of the object point of Feature point correspondence.By related ginseng Number brings above-mentioned Formula of Coordinate System Transformation () into, can obtain:
In above-mentioned formula (two), fu, fv, u0、v0It is only relevant with the inner parameter of image collecting device, therefore matrix M1 is called Intrinsic Matrix.fu=f/dX, fv=f/dY, the normalization focal length being referred to as on u axles and v axles;F is the focal length of camera, dXWith dYThe size of unit pixel on sensor u axles and v axles is represented respectively.u0And v0What is then represented is optical centre, i.e. video camera Optical axis and the intersection point of the plane of delineation, are usually located at picture centre, therefore its value often take the half of resolution ratio.
For example, when the focal length f=35mm of certain image collecting device, highest resolution:4256 × 2832, size sensor: 36.0×23.9mm.Then u0=4256/2=2128;V0=2832/2=1416.Dx=36.0/4256;Dy=23.9/2832. Fu=f/dx=4137.8;Fv=f/dy=4147.3.
In above-mentioned formula (two),In 1 expression Projection Depth, its geometric meaning is that object point P is sat in camera coordinates system Target Z component, generally, the value is set to 1.R, t constitute the external parameter matrix of image collecting device, are referred to as rotation Torque battle array and translation matrix.R is the matrix of a 3X3, and t is then the matrix of a 3X1.R can be represented using Quaternion method Can be represented using Eulerian angles.Can be withIt is reduced to the attitude angle matrix of 3x1Wherein, θ x represent pitch orientation Attitude angle, represent head around x-axis rotate when angle.θ y represent the attitude angle in course, represent head around y-axis rotate when angle Degree.θ z represent the attitude angle in roll direction, represent head around z-axis rotate when angle.
Step S503, obtains attitude angle according to the attitude angle matrix.
Obtain after attitude angle matrix according to above-mentioned Formula of Coordinate System Transformation, three direction of principal axis are obtained based on the attitude angle matrix Attitude angle:θ x, θ y and θ z.Certainly, if having adopted drift of the modes such as low pass filter to roll direction and pitch orientation When shifting is compensated, the present embodiment according to attitude angle matrix obtain attitude angle the step of in, can only obtain head course On attitude angle.
Step S302, obtains the drift value of the head according to first attitude angle and second attitude angle.
According to above-mentioned default computation rule, the first attitude angle of head when obtaining collection described first imageOr First course attitude angle [θ1Y], and gather second image when head the second attitude angleOr second course Attitude angle [θ2y].Attitude angle offset is obtained according to first attitude angle and second attitude angle Or course attitude angle offset [Δ θ y]=[θ2y-θ1y].Attitude angle drift value or boat of three spindle motors on three direction of principal axis To attitude angle drift value, the drift value of as described head.
Such as in above-mentioned embodiment, if the head there occurs the positive 5 ° drift in positive 1 ° roll, 1 ° of pitching negative sense and course Move, then the attitude angle drift moment matrix of the head is represented by:
The compensation method of the head drift that the embodiments of the present invention are provided, the satisfaction for obtaining image acquisition device are pre- If the first image of rule and the second image.According to Formula of Coordinate System Transformation, the pixel of the fisrt feature point on the first image is obtained First attitude angle of the corresponding head of coordinate, and the of the corresponding head of pixel coordinate of the second feature point on the second image Two attitude angles.Three spindle motors of the head are obtained in three axles according to the difference of first attitude angle and second attitude angle The drift value in direction or drift value right on the course, the drift value for controlling three axle of head carry out three axial drift compensations, Or only control head carries out the drift compensation in course according to the drift value in course.By the image of Real-time Collection and default calculating Rule carries out the real-time estimation of head drift and compensation, the drift compensation of control head itself that can be more accurate, easy, pole The impact of head drift is reduced big degree.
Fig. 6 is referred to, the sub-step of S203 the step of the compensation method of the head drift provided for first embodiment of the invention Rapid flow chart, will carry out specific explanations to the step shown in Fig. 6 below.
Step S601, obtains the goal-selling angle of the head.
After the drift value of the head is obtained according to above-mentioned steps, institute is obtained according to the current motion data of the head State the real offset of head.First, the goal-selling angle of the head is obtained, is that cradle head controllor is default for the head Object attitude angle, can be expressed as:For example, if cradle head controllor is to control the IMAQ that head drives which fixed The image in device collection front, then can be set to the goal-selling angle:
Step S602, obtains the actual mesh of the head according to the drift angle and the goal-selling angle of the head Mark angle.
After obtaining the goal-selling angle of drift value and the head of the head, obtain cradle head controllor and should actually set The angle on target of the head put, as, obtains according to the difference of the goal-selling angle of the drift value and the head of the head The realistic objective angle of the head is taken, can be expressed as:It is applied in above-described embodiment, if institute The attitude angle matrix for stating the drift of head isGoal-selling angle matrix isThe then realistic objective of the head Angle is
Step S603, obtains the current time angle of the head and the deviation angle of the realistic objective angle.
The current time angle of the head is obtained by the cradle head controllor, the current time angle includes described Head current time, in three axial attitude angles, can be expressed as:Then the head current time angle with it is described The side-play amount of realistic objective can be expressed as:
For example, the current time angle of the head of acquisition is:Then the head current time angle and institute The side-play amount for stating realistic objective angle is:
Step S604, controls the head according to the deviation angle movement to compensate the drift angle of the head.
After obtaining the current time angle of the head and the side-play amount of the realistic objective angle, control the head and press Move according to the deviation angle, to compensate the drift angle of head.
For example, if the head current time angle with the side-play amount of the realistic objective angle is:Control cloud Platform rotates 2 ° along the negative direction of pitch orientation, and the negative direction along course moves 3 °, and the negative direction along roll rotates 1 °, to compensate cloud The error that platform itself drift is produced.
Fig. 7 is referred to, the functional block diagram of the compensation device 101 of the head drift provided for second embodiment of the invention. The compensation device 101 includes:Image collection module 701, drift value acquisition module 702 and drift angle compensating module 703.
Described image acquisition module 701, for obtaining first image and second of the image acquisition device on head Image.
The drift value acquisition module 702, for the coordinate information according to the image characteristic point in described first image and The variable quantity of the coordinate information of the image characteristic point in second image, obtains the drift angle of the head.
The drift angle compensating module 703, for the drift angle of the acquired head is sent to the cloud Platform, so that the head carries out drift angle compensation according to the drift angle of the head.
On the basis of above-described embodiment, the drift value acquisition module 702 specifically for:
The of the head is obtained according to the coordinate information of at least four described image characteristic points in described first image One attitude angle, according to the coordinate letter of at least four described image characteristic point corresponding with described first image in second image Breath, obtains the second attitude angle of the head;
The drift angle of the head is obtained according to first attitude angle and second attitude angle.
On the basis of above-described embodiment, the drift angle compensating module 703 specifically for:
Obtain the goal-selling angle of the head;
The realistic objective angle of the head is obtained according to the drift value and the goal-selling angle;
Obtain the current time angle of the head and the side-play amount of the angle on target;
The head is controlled according to the side-play amount movement to compensate the drift value of the head.
The compensation device of head provided in an embodiment of the present invention drift, control image collecting device fixed on head according to Preset rules successively gather two field pictures.By the coordinate information of individual features point in described first image and second image Change, with reference to default Coordinate Conversion Rule image collecting device in three axial side-play amounts, and be derived from cloud The drift value of platform.Compensation is corrected according to the drift value by cradle head controllor control head.The drift value of head drift is obtained Take the estimation and compensation for affecting to drift about with the interference of factor such as external magnetic field in compensation process, will not be subject to easily, very big journey Improve head drift-compensated accuracy degree.The compensation device of head provided in an embodiment of the present invention drift is embodied as Process refers to the specific implementation process of the compensation method of above-mentioned head drift, and this is no longer going to repeat them.
Continuing with referring to Fig. 1 and Fig. 7, the head that third embodiment of the invention is provided is shown.The head includes:Head Body, the image collecting device being arranged on head body, memory 102, and the memory 102 be electrically connected with processor 104;And
The compensation device 104 of head drift.The compensation device 101 of the head drift is installed in the memory 102 And including the software function module that one or more are performed by the processor 104.The compensation device 101 includes:Image is obtained Delivery block 701, drift value acquisition module 702 and drift angle compensating module 703.
Described image acquisition module 701, for obtaining first image and second of the image acquisition device on head Image.
The drift value acquisition module 702, for the coordinate information according to the image characteristic point in described first image and The variable quantity of the coordinate information of the image characteristic point in second image, obtains the drift angle of the head.
The drift angle compensating module 703, for the drift angle of the acquired head is sent to the cloud Platform, so that the head carries out drift angle compensation according to the drift angle of the head.
Head provided in an embodiment of the present invention, by controlling image collecting device fixed on head according to preset rules elder generation After gather two field pictures.By the change of the coordinate information of individual features point in described first image and second image, tie Default Coordinate Conversion Rule image collecting device is closed in three axial side-play amounts, and is derived from the drift of head Amount.Compensation is corrected according to the drift value by cradle head controllor control head.The drift value of head drift is obtained and is compensated During, the interference of factor such as external magnetic field will not be subject to easily and affect the estimation and compensation of drift, dramatically be improved Head drift-compensated accuracy.The specific implementation process of the compensation device of head drift provided in an embodiment of the present invention please be joined See the specific implementation process of the compensation method of above-mentioned head drift, this is no longer going to repeat them.
Continuing with referring to Fig. 1 and Fig. 7, the unmanned plane that fourth embodiment of the invention is provided is shown.The unmanned plane includes:
Memory 102;And
Processor 104, is electrically connected with the memory 102;And
The compensation device 101 of head drift, the compensation device 101 of the head drift are installed in the memory 102 And including the software function module that one or more are performed by the processor 104, the compensation device 101 includes:Image is obtained Delivery block 701, drift value acquisition module 702 and drift angle compensating module 703.
Described image acquisition module 701, for obtaining first image and second of the image acquisition device on head Image.
The drift value acquisition module 702, for the coordinate information according to the image characteristic point in described first image and The variable quantity of the coordinate information of the image characteristic point in second image, obtains the drift angle of the head.
The drift angle compensating module 703, for the drift angle of the acquired head is sent to the cloud Platform, so that the head carries out drift angle compensation according to the drift angle of the head.
Unmanned plane provided in an embodiment of the present invention, by controlling image collecting device fixed on head according to preset rules Two field pictures are gathered successively.By the change of the coordinate information of individual features point in described first image and second image, With reference to default Coordinate Conversion Rule image collecting device in three axial side-play amounts, and it is derived from the drift of head Amount.Compensation is corrected according to the drift value by cradle head controllor control head.The drift value of head drift is obtained and is compensated During, the interference of factor such as external magnetic field will not be subject to easily and affect the estimation and compensation of drift, dramatically be improved Head drift-compensated accuracy.The specific implementation process of the compensation device of head drift provided in an embodiment of the present invention please be joined See the specific implementation process of the compensation method of above-mentioned head drift, this is no longer going to repeat them.
In several embodiments provided herein, it should be understood that disclosed apparatus and method, it is also possible to pass through Other modes are realized.Device embodiment described above is only schematically, for example flow chart and block diagram in accompanying drawing Show the device of multiple embodiments of the invention, the architectural framework in the cards of method and computer program product, Function and operation.At this point, each square frame in flow chart or block diagram can represent the one of module, program segment or a code Part, a part for the module, program segment or code are used for realizing holding for the logic function for specifying comprising one or more Row instruction.It should also be noted that at some as in the implementations replaced, the function of being marked in square frame can also be being different from The order marked in accompanying drawing occurs.For example, two continuous square frames can essentially be performed substantially in parallel, and they are sometimes Can perform in the opposite order, this is depending on involved function.It is also noted that every in block diagram and/or flow chart The combination of individual square frame and block diagram and/or the square frame in flow chart, can be with the special base for performing the function or action for specifying Realize in the system of hardware, or can be realized with the combination of specialized hardware and computer instruction.
In addition, each functional module in each embodiment of the invention can integrate to form an independent portion Divide, or modules individualism, it is also possible to which two or more modules are integrated to form an independent part.
If the function is realized using in the form of software function module and as independent production marketing or when using, can be with It is stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially in other words The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter Calculation machine software product is stored in a storage medium, is used including some instructions so that a computer equipment (can be individual People's computer, server, or network equipment etc.) perform all or part of step of each embodiment methods described of the invention. And aforesaid storage medium includes:USB flash disk, portable hard drive, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited Reservoir (RAM, Random Access Memory), magnetic disc or CD etc. are various can be with the medium of store program codes.Need Illustrate, herein, such as first and second or the like relational terms be used merely to by an entity or operation with Another entity or operation make a distinction, and not necessarily require or imply these entities or there is any this reality between operating The relation or order on border.And, term " including ", "comprising" or its any other variant are intended to the bag of nonexcludability Contain, so that a series of process, method, article or equipment including key elements is not only including those key elements, but also including Other key elements being not expressly set out, or also include the key element intrinsic for this process, method, article or equipment. In the absence of more restrictions, the key element for being limited by sentence "including a ...", it is not excluded that including the key element Process, method, also there is other identical element in article or equipment.
The preferred embodiments of the present invention are the foregoing is only, the present invention is not limited to, for the skill of this area For art personnel, the present invention can have various modifications and variations.It is all within the spirit and principles in the present invention, made any repair Change, equivalent, improvement etc., should be included within the scope of the present invention.It should be noted that:Similar label and letter exist Similar terms is represented in figure below, therefore, once being defined in a certain Xiang Yi accompanying drawing, then it is not required in subsequent accompanying drawing Which is further defined and is explained.
The above, the only specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, any Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, should all be contained Cover within protection scope of the present invention.Therefore, protection scope of the present invention described should be defined by scope of the claims.

Claims (10)

1. a kind of compensation method of head drift, it is characterised in that methods described includes:
First image and the second image of the image acquisition device on acquisition head;
According to the seat of the image characteristic point in the coordinate information and second image of the image characteristic point in described first image The variable quantity of mark information, obtains the drift angle of the head;
The drift angle of the acquired head is sent to the head, so that drift of the head according to the head Angle carries out drift angle compensation.
2. method according to claim 1, it is characterised in that obtain the first figure of the image acquisition device on head Before the step of picture and the second image, methods described also includes:
Obtain the attitude information of the head;
If judging that the head remains static by the attitude information of the head, perform the image obtained on head and adopt The step of first image and the second image of acquisition means collection.
3. method according to claim 1, it is characterised in that the quantity of the image characteristic point in described first image and institute The quantity for stating the image characteristic point in the second image is at least four, according to the seat of the image characteristic point in described first image The variable quantity of the coordinate information of the image characteristic point in mark information and second image, obtains the drift angle of the head Step includes:
First appearance of the head is obtained according to the coordinate information of at least four described image characteristic points in described first image State angle, according to the coordinate information of at least four described image characteristic point corresponding with described first image in second image, Obtain the second attitude angle of the head;
According to first attitude angle and the difference of second attitude angle, the drift angle of the head is obtained.
4. method according to claim 3, it is characterised in that first attitude angle includes the first course angle, described Two attitude angles include the second course angle, according to first attitude angle and the difference of second attitude angle, obtain the head Drift angle the step of include:
According to first course angle and the difference of second course angle, the heading effect angle of the head is obtained.
5. method according to claim 1, it is characterised in that send the drift angle of the acquired head to institute Head is stated, so that the head includes the step of drift angle compensation being carried out according to the drift angle of the head:
Obtain the goal-selling angle of the head;
The realistic objective angle of the head is obtained according to the drift angle and the goal-selling angle of the head;
Obtain the current time angle of the head and the deviation angle of the realistic objective angle;
The head is controlled according to the deviation angle movement to compensate the drift angle of the head.
6. the compensation device that a kind of head drifts about, it is characterised in that the compensation device of the head drift includes:
Image collection module, for obtaining first image and the second image of the image acquisition device on head;
Drift angle acquisition module, for the coordinate information according to the image characteristic point in described first image and second figure The variable quantity of the coordinate information of the image characteristic point as in, obtains the drift angle of the head;
Drift angle compensating module, for the drift angle of the acquired head is sent to the head, so that described Head carries out drift angle compensation according to the drift angle of the head.
7. device according to claim 6, it is characterised in that the drift angle acquisition module specifically for:
First appearance of the head is obtained according to the coordinate information of at least four described image characteristic points in described first image State angle, according to the coordinate information of at least four described image characteristic point corresponding with described first image in second image, Obtain the second attitude angle of the head;
According to first attitude angle and the difference of second attitude angle, the drift angle of the head is obtained.
8. device according to claim 6, it is characterised in that the drift angle compensating module specifically for:
Obtain the goal-selling angle of the head;
The realistic objective angle of the head is obtained according to the drift angle and the goal-selling angle of the head;
Obtain the current time angle of the head and the deviation angle of the realistic objective angle;
The head is controlled according to the deviation angle movement to compensate the drift angle of the head.
9. a kind of head, it is characterised in that the head includes:
The process that head body, the image collecting device being arranged on head body, memory and the memory are electrically connected with Device;And the compensation device of head drift, during the compensation device of the head drift is installed on the memory and including one Or multiple software function modules by the computing device, the compensation device of head drift includes:
Image collection module, for obtaining first image and the second image of the image acquisition device on head;
Drift angle acquisition module, for the coordinate information according to the image characteristic point in described first image and second figure The variable quantity of the coordinate information of the image characteristic point as in, obtains the drift angle of the head;
Drift angle compensating module, for the drift angle of the acquired head is sent to the head, so that described Head carries out drift angle compensation according to the drift angle of the head.
10. a kind of unmanned plane, it is characterised in that the unmanned plane includes:
Memory;And processor, it is electrically connected with the memory;And the compensation device of head drift, the head drift Compensation device be installed on the memory in and including one or more by the computing device software function module, institute The compensation device for stating head drift includes:
Image collection module, for obtaining first image and the second image of the image acquisition device on head;
Drift angle acquisition module, for the coordinate information according to the image characteristic point in described first image and second figure The variable quantity of the coordinate information of the image characteristic point as in, obtains the drift angle of the head;
Drift angle compensating module, for the drift angle of the acquired head is sent to the head, so that described Head carries out drift angle compensation according to the drift angle of the head.
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Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107807680A (en) * 2017-09-21 2018-03-16 中国科学院长春光学精密机械与物理研究所 A kind of head drift compensation method
CN108475075A (en) * 2017-05-25 2018-08-31 深圳市大疆创新科技有限公司 A kind of control method, device and holder
CN108496137A (en) * 2017-04-21 2018-09-04 深圳市大疆灵眸科技有限公司 Remote controler, holder and cloud platform control method, device, system
CN108521813A (en) * 2017-07-31 2018-09-11 深圳市大疆创新科技有限公司 The method of cloud platform rotation, holder, aircraft, the method and system for controlling cloud platform rotation
WO2018191988A1 (en) * 2017-04-21 2018-10-25 Sz Dji Osmo Technology Co., Ltd. Methods and apparatuses for stabilizing a payload
CN109839108A (en) * 2017-11-29 2019-06-04 云南电网有限责任公司玉溪供电局 A kind of terrain aided inertial navigation unit
WO2019119340A1 (en) * 2017-12-21 2019-06-27 深圳市大疆创新科技有限公司 Gimbal control method and device, gimbal, and unmanned aerial vehicle
WO2019232697A1 (en) * 2018-06-05 2019-12-12 深圳市大疆创新科技有限公司 Pan-tilt device and calibration method therefor, unmanned aerial vehicle and computing device
WO2020041969A1 (en) * 2018-08-28 2020-03-05 深圳市大疆创新科技有限公司 Method for marking target position of gimbal, gimbal, and camera device
CN111083357A (en) * 2019-12-05 2020-04-28 河北汉光重工有限责任公司 Image missing capturing and supplementing method based on target detection system
CN111854792A (en) * 2019-04-29 2020-10-30 深圳市优必选科技有限公司 Robot offset early warning method and device and robot
CN112153270A (en) * 2019-06-27 2020-12-29 浙江宇视科技有限公司 Cloud deck zero point detection method and device, camera and storage medium
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CN112835014A (en) * 2020-12-30 2021-05-25 深圳煜炜光学科技有限公司 Laser radar scanning holder and error elimination method thereof
CN113758498A (en) * 2020-10-30 2021-12-07 北京京东乾石科技有限公司 Unmanned aerial vehicle holder calibration method and device
CN118131820A (en) * 2024-05-06 2024-06-04 天津华来科技股份有限公司 Automatic detection method and system for rotation process of cradle head machine

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104848861A (en) * 2015-05-28 2015-08-19 西安交通大学 Image vanishing point recognition technology based mobile equipment attitude measurement method
CN105068542A (en) * 2015-07-15 2015-11-18 北京理工大学 Rotor unmanned aerial vehicle guided flight control system based on vision
CN105513072A (en) * 2015-12-05 2016-04-20 中国航空工业集团公司洛阳电光设备研究所 PTZ correction method
CN105676880A (en) * 2016-01-13 2016-06-15 零度智控(北京)智能科技有限公司 Control method and system of holder camera device
CN105959625A (en) * 2016-05-04 2016-09-21 北京博瑞爱飞科技发展有限公司 Method and device of controlling unmanned plane tracking shooting

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104848861A (en) * 2015-05-28 2015-08-19 西安交通大学 Image vanishing point recognition technology based mobile equipment attitude measurement method
CN105068542A (en) * 2015-07-15 2015-11-18 北京理工大学 Rotor unmanned aerial vehicle guided flight control system based on vision
CN105513072A (en) * 2015-12-05 2016-04-20 中国航空工业集团公司洛阳电光设备研究所 PTZ correction method
CN105676880A (en) * 2016-01-13 2016-06-15 零度智控(北京)智能科技有限公司 Control method and system of holder camera device
CN105959625A (en) * 2016-05-04 2016-09-21 北京博瑞爱飞科技发展有限公司 Method and device of controlling unmanned plane tracking shooting

Cited By (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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CN110546587A (en) * 2017-04-21 2019-12-06 深圳市大疆灵眸科技有限公司 Method and apparatus for stabilizing a payload
JP7028892B2 (en) 2017-04-21 2022-03-02 エスゼット ディージェイアイ オスモ テクノロジー カンパニー リミテッド Methods and equipment for stabilizing the load
WO2018191988A1 (en) * 2017-04-21 2018-10-25 Sz Dji Osmo Technology Co., Ltd. Methods and apparatuses for stabilizing a payload
US11194231B2 (en) 2017-04-21 2021-12-07 Sz Dji Osmo Technology Co., Ltd. Methods and apparatuses for stabilizing a payload
WO2018214090A1 (en) * 2017-05-25 2018-11-29 深圳市大疆创新科技有限公司 Control method and apparatus, and pan-tilt
CN108475075A (en) * 2017-05-25 2018-08-31 深圳市大疆创新科技有限公司 A kind of control method, device and holder
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WO2019023887A1 (en) * 2017-07-31 2019-02-07 深圳市大疆创新科技有限公司 Pan-tilt-zoom device rotation method, pan-tilt-zoom device, aircraft, and method and system for controlling rotation of pan-tilt-zoom device
US11279497B2 (en) 2017-07-31 2022-03-22 SZ DJI Technology Co., Ltd. Gimbal rotation method, gimbal, aircraft, and method and system for controlling rotation of gimbal
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US11245841B2 (en) 2018-08-28 2022-02-08 SZ DJI Technology Co., Ltd. Method for marking target position of gimbal, gimbal, and photographing device
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