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CN109724594A - The displacement gesture recognition method of device and the device for using this method - Google Patents

The displacement gesture recognition method of device and the device for using this method
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Publication number
CN109724594A
CN109724594ACN201711033013.9ACN201711033013ACN109724594ACN 109724594 ACN109724594 ACN 109724594ACN 201711033013 ACN201711033013 ACN 201711033013ACN 109724594 ACN109724594 ACN 109724594A
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China
Prior art keywords
axis
described device
motion
initial
gesture recognition
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CN201711033013.9A
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Chinese (zh)
Inventor
杨旸
王琛
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Robert Bosch GmbH
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Robert Bosch GmbH
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Priority to CN201711033013.9ApriorityCriticalpatent/CN109724594A/en
Publication of CN109724594ApublicationCriticalpatent/CN109724594A/en
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Abstract

This application discloses a kind of displacement gesture recognition method of device and using the device of this method, wherein, method includes the following steps: that the device for athletic posture to be identified establishes three-dimensional system of coordinate, the three-dimensional system of coordinate includes orthogonal X, Y, Z axis, and the X, Y, Z axis intersects at origin O, the origin O is arranged at the mass center of described device, and the three-dimensional system of coordinate and described device are connected;Judge the direction of motion of described device relative to the Eulerian angles Parameters variation of earth axes in the three-dimensional system of coordinate according to described device;And according to the direction of motion of described device and the forms of motion of velocity estimated described device.

Description

The displacement gesture recognition method of device and the device for using this method
Technical field
This application involves the displacement gesture recognition methods and use of gesture recognition field more particularly to a kind of device shouldThe device of method.
Background technique
Motion tracking solution is broadly divided into following two categories:
One type includes optical solutions, sonar solution and EM (expectation-maximizationAlgorithm) smartnet onsite solution SMARTNet needs to dispose different infrastructure in advance and realizes motion tracking.For example, by using optics solutionCertainly when scheme, before recording user movement, need that camera or infrared receiver are installed at the scene;Using sonar solutionWhen with EM smartnet onsite solution SMARTNet, then need to install transmitter or receiver array in advance to position movement.On it is readily apparent thatIt is although with good performance to state scheme, but needs to be arranged architecture, cost is relatively high.In addition, once use pattern occursVariation, it is also necessary to which professional re-starts debugging to equipment.
Another common solution is such as to use gloves using the movement of wearable device tracking some part of body(CyberGlove) gesture is tracked, or realizes the tracking of all postures using wearable suit (Xsens, Noitom).It needs at this timeMultiple sensors are mounted on to the physical feeling for needing to monitor, sensors are IMU (Inertial Measurement Unit).This solutionThe scheme requirement not too many for environment and usage scenario, and because design scheme usually compares the characteristics of IMU sensorFlexible and relative inexpensiveness.But the problem of being frequently encountered sensor drift currently based on the solution of IMU, so thatObtained data and truth have biggish deviation.How the advantage of IMU is utilized, while improving the accurate of motion tracking effectDegree is a problem to be solved.
Summary of the invention
The first purpose of the application is to provide a kind of displacement gesture recognition method of device, be able to solve existingThe problems in technology.
This application discloses a kind of displacement gesture recognition methods of device, include the following steps:
Initial three-dimensional system of coordinate, the initial three-dimensional are established according to the initial position of the device of the athletic posture to be identifiedCoordinate system includes orthogonal X, Y, Z axis, and the X, Y, Z axis intersects at origin O;
Real-time three-dimensional coordinate system, the real-time three-dimensional coordinate system packet are established according to the real time position of the described device in movementOrthogonal X ', Y ', Z ' axis are included, and the X ', Y ', Z ' axis intersect at origin O ';
Angle ginseng according to each axis in the real-time three-dimensional coordinate system relative to corresponding each axis in the initial coordinate systemNumber variation judges the direction of motion of described device;And
According to the forms of motion of the direction of motion of described device and velocity estimated described device.
In feasible embodiment, described device is cuboid, according to the first of the device of the athletic posture to be identifiedThe method that initial three-dimensional system of coordinate is established in beginning position are as follows: in initial position, the X-axis is parallel with the length direction of described device,The Y-axis is parallel with the short transverse of described device, and the Z axis is parallel with the width direction of described device;According in movementThe method that the real time position of described device establishes real-time three-dimensional coordinate system are as follows: in real time position, the X ' axis and described deviceLength direction is parallel, and the Y ' axis is parallel with the short transverse of described device, and the width direction of the Z ' axis and described device is flatRow.
It in feasible embodiment, include: root according to the direction of motion of described device and velocity estimated its forms of motionIts forms of motion is judged according to average movement velocity of the described device in initial three-dimensional system of coordinate at least one axis.
In feasible embodiment, the forms of motion includes linear movement and rotary motion.
In feasible embodiment, the direction of at least one axis of the described device in initial three-dimensional system of coordinate is averagedThe positive and negative situation of locomotion speed value judges its forms of motion.
The application also discloses a kind of control unit, comprising:
Processor;And
Memory is stored with executable instruction, when the executable instruction is performed, so that the processor executesThe displacement gesture recognition method of device above-mentioned.
The application further discloses a kind of machine readable media, is stored with executable instruction, when the executable fingerOrder is performed, so that machine executes the displacement gesture recognition method of device above-mentioned.
In order to be further understood that the feature and technology contents of the application, please refer to below in connection with the detailed of the applicationIllustrate and attached drawing, however, the drawings only provide reference and explanation, is not used to limit the application.
Detailed description of the invention
The aforementioned and other aspects of the application will more completely be managed and that is done with reference to the accompanying drawings is discussed in detailSolution and understanding, in the accompanying drawings:
Fig. 1 shows the flow chart of the displacement gesture recognition method of the application device;
Fig. 2 shows the schematic illustration of one embodiment of the application;
Fig. 3 shows the flow chart of one embodiment of the application;
Fig. 4 shows the schematic diagram that initial three-dimensional system of coordinate is established in one embodiment of the application;
Fig. 5 shows the vertical view movement schematic diagram of hand-held device in one embodiment of the application;
Fig. 6 shows the vertical view movement schematic diagram of hand-held device in second embodiment of the application;
Fig. 7 shows the schematic diagram of the control unit of one embodiment of the application.
Specific embodiment
For help those skilled in the art definitely understand this application claims theme, with reference to the accompanying drawing in detailThe specific embodiment of the application is described.
As shown in Figure 1, including the following steps: this application discloses a kind of displacement gesture recognition method of device
Step S110 establishes initial three-dimensional system of coordinate, institute according to the initial position of the device of the athletic posture to be identifiedStating initial three-dimensional system of coordinate includes orthogonal X, Y, Z axis, and the X, Y, Z axis intersects at origin O.
Step S120 establishes real-time three-dimensional coordinate system according to the real time position of the described device in movement, and described real-time threeTieing up coordinate system includes orthogonal X ', Y ', Z ' axis, and the X ', Y ', Z ' axis intersect at origin O '.
Step S130, according to each axis in the real-time three-dimensional coordinate system relative to corresponding each axis in the initial coordinate systemAngle Parameters variation judge the direction of motion of described device.It is understood that when the movement of described device is describedWhen, the positional relationship between real-time three-dimensional coordinate system and initial coordinate system where device can be using between corresponding each axisThe Parameters variation of angle describes, these reacting conditions described device on the move becomes relative to the posture of itself initial positionChange situation.
Step S140, according to the forms of motion of the direction of motion of described device and velocity estimated described device.In some realitiesIt applies in mode, includes: to be sat according to described device in three-dimensional according to the direction of motion of described device and velocity estimated its forms of motionAverage movement velocity in mark system at least one axis judges its forms of motion.Wherein, the forms of motion includes linear movementAnd rotary motion, the average movement velocity value in the direction of at least one axis of the described device in initial three-dimensional system of coordinate it is positive and negativeIt can be used for judging its forms of motion.For example, at least one axis when confirmation described device substantially in initial three-dimensional system of coordinatePositive direction movement when, if described device the direction average movement velocity be positive value, judge its carry out be linear movement,Its progress is then judged for negative value is rotary motion.
As shown in Fig. 2, the application also discloses a kind of device that displacement posture is identified using preceding method, it shouldDevice is for example used to rehabilitation patient and performs physical exercise hand-held device used in body, is able to record and judges rehabilitation patient'sIn place whether athletic posture.
The hand-held device 100 includes central processing unit 10 and Inertial Measurement Unit (IMU module) 20, wherein the inertiaMeasuring unit 20 includes a gyroscope 21 and an acceleration transducer 22.Hand-held device 100 further includes a gripping unit 30, describedThe medium height position that unit 30 is held close to the hand-held device 100 is arranged, and holds for rehabilitation patient.In this specific embodiment partyIn formula, the shape of the hand-held device 100 is cuboid, and the Inertial Measurement Unit 20 is close to the side of the hand-held device 100Edge setting, such as the upper left corner of the hand-held device is set.When hand-held device 100 is cuboid and gripping unit 30 is located at handWhen holding 100 medium height position of device, upper left position, which is arranged in, in Inertial Measurement Unit 20 can obtain relatively good measurementEffect.It is understood that in other embodiments, the position of Inertial Measurement Unit 20 can be according to the concrete shape of deviceIt is determined with purposes;The direction for three axis chosen can also be adjusted according to the shape of tested device itself, three axis phasesIt is mutually vertical.
In conjunction with shown in Fig. 3~Fig. 6, in this embodiment, when rehabilitation patient is moved using hand-held device 100When, which judges the direction of motion and motion mode of itself according to following step:
In step S210, initial three-dimensional system of coordinate, the initial three-dimensional are established according to the initial position of hand-held device 100Coordinate system includes orthogonal X, Y, Z axis, and the X, Y, Z axis intersects at origin O, in order to reach higher precision, at thisIn specific embodiment, origin O is arranged at the mass center of Inertial Measurement Unit 20.The X-axis and the initial length of hand-held device 100Spend that direction is parallel, and the Y-axis is parallel with the initial short transverse of hand-held device 100, the Z axis and hand-held device 100 are initiallyWidth direction is parallel;
In step S220, real-time three-dimensional coordinate system, the reality are established according to the real time position of the described device in movementWhen three-dimensional system of coordinate include orthogonal X ', Y ', Z ' axis, and the X ', Y ', Z ' axis intersect at origin O ', in order to reach compared withHigh precision, in this embodiment, origin O ' are arranged at the mass center of Inertial Measurement Unit 20.X ' the axis and hand-heldThe current length direction of device 100 is parallel, and the Y ' axis is parallel with the current short transverse of hand-held device 100, the Z ' axis withThe current width direction of hand-held device 100 is parallel.
In step S230, according to each axis in the real-time three-dimensional coordinate system relative to corresponding in the initial coordinate systemThe angle Parameters variation of each axis judges the direction of motion of described device.Shown in Figure 5, hand-held device 100 is moved to from position ADuring the B of position, the angle ψ between X ' axis and X-axis is changed, and the angle Φ between Z ' axis and Z axis is also becomeChange, in this embodiment, the angle ψ (not shown) between Y ' axis and Y-axis does not change always, and Gu Tuzhong is omitted pairThe description of Y ' axis and Y-axis.It is understood that the motion mode different according to hand-held device 100, the angle of each axis are likely toIt changes.
In step S240, according to the forms of motion of the direction of motion of described device and velocity estimated described device.Referring toFig. 5 and Fig. 6 includes: in this embodiment root according to the direction of motion of described device and velocity estimated its forms of motionIts forms of motion is judged according to average movement velocity of the described device in three-dimensional system of coordinate at least one axis.Wherein, the fortuneDynamic form includes linear movement and rotary motion.As shown in Figure 5, it can be seen that hand-held device 100 is moved to position B from position ADuring it is substantially mobile towards the forward direction of X-axis and Z axis, when selecting using X-axis as reference frame, hand-held device 100 existsAverage movement velocity on the direction of X-axis in initial three-dimensional system of coordinate is positive value, therefore judge its progress is linearly to transportIt is dynamic;As shown in fig. 6, the average movement velocity of the X-axis in initial three-dimensional system of coordinate of hand-held device 100 is negative value, therefore judge itWhat is carried out is rotary motion.It is understood that then holding dress if it find that the negative sense of hand-held device 100 towards X-axis moves100 are set when the average movement velocity on the direction of the X-axis in initial three-dimensional system of coordinate is positive value, judge its progress is rotationMovement, when the average movement velocity of X-axis is negative value in initial three-dimensional system of coordinate, then what is carried out is linear movement.Similarly, at thisIn specific embodiment, it is also contemplated that choosing Z axis as reference coordinate, details are not described herein again.
As shown in fig. 7, disclosed herein as well is a kind of control unit 10, including processor 11 and memory 12, whereinMemory 12 is stored with executable instruction, when the executable instruction is performed, so that the processor executes shown in Fig. 1Method.
The application also discloses a kind of machine readable media, is stored with executable instruction, when the executable instructionIt is performed, so that machine executes method shown in Fig. 1.
Although having been shown and described the application based on specific embodiment, the application is not restricted to shown thinSection.On the contrary, the various details of the application can be modified in the range of claim and its equivalent replacement.

Claims (10)

2. the displacement gesture recognition method of the apparatus according to claim 1, which is characterized in that described device is rectangularBody, the method that initial three-dimensional system of coordinate is established according to the initial position of the device of the athletic posture to be identified are as follows: in initial bitSet, the X-axis is parallel with the length direction of described device, and the Y-axis is parallel with the short transverse of described device, the Z axis withThe width direction of described device is parallel;The method for establishing real-time three-dimensional coordinate system according to the real time position of the described device in movementAre as follows: in real time position, the X ' axis is parallel with the length direction of described device, and the short transverse of the Y ' axis and described device is flatRow, the Z ' axis are parallel with the width direction of described device.
CN201711033013.9A2017-10-302017-10-30The displacement gesture recognition method of device and the device for using this methodWithdrawnCN109724594A (en)

Priority Applications (1)

Application NumberPriority DateFiling DateTitle
CN201711033013.9ACN109724594A (en)2017-10-302017-10-30The displacement gesture recognition method of device and the device for using this method

Applications Claiming Priority (1)

Application NumberPriority DateFiling DateTitle
CN201711033013.9ACN109724594A (en)2017-10-302017-10-30The displacement gesture recognition method of device and the device for using this method

Publications (1)

Publication NumberPublication Date
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Citations (9)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN102262437A (en)*2010-05-242011-11-30英属维京群岛商速位互动股份有限公司motion sensing system
US20120255188A1 (en)*2009-11-202012-10-11Sany Automobile Manufacture Co., Ltd.Hook pose detecting equipment and crane
CN102997932A (en)*2011-09-152013-03-27北京自动化控制设备研究所Method for eliminating shaking impact of rotation table during high precision inertial navigation system calibration
CN103116411A (en)*2013-02-052013-05-22上海飞智电子科技有限公司Positioning pointer position method and system
CN103499707A (en)*2013-09-292014-01-08北京邮电大学Method and device for acquiring motion direction of terminal
CN105488371A (en)*2014-09-192016-04-13中兴通讯股份有限公司Face recognition method and device
CN105867400A (en)*2016-04-202016-08-17北京博瑞爱飞科技发展有限公司Flying control method and device for unmanned aerial vehicle
CN106510719A (en)*2016-09-302017-03-22歌尔股份有限公司User posture monitoring method and wearable equipment
CN107229055A (en)*2017-05-042017-10-03青岛海信电器股份有限公司Positioning of mobile equipment method and positioning device for mobile equipment

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
US20120255188A1 (en)*2009-11-202012-10-11Sany Automobile Manufacture Co., Ltd.Hook pose detecting equipment and crane
CN102262437A (en)*2010-05-242011-11-30英属维京群岛商速位互动股份有限公司motion sensing system
CN102997932A (en)*2011-09-152013-03-27北京自动化控制设备研究所Method for eliminating shaking impact of rotation table during high precision inertial navigation system calibration
CN103116411A (en)*2013-02-052013-05-22上海飞智电子科技有限公司Positioning pointer position method and system
CN103499707A (en)*2013-09-292014-01-08北京邮电大学Method and device for acquiring motion direction of terminal
CN105488371A (en)*2014-09-192016-04-13中兴通讯股份有限公司Face recognition method and device
CN105867400A (en)*2016-04-202016-08-17北京博瑞爱飞科技发展有限公司Flying control method and device for unmanned aerial vehicle
CN106510719A (en)*2016-09-302017-03-22歌尔股份有限公司User posture monitoring method and wearable equipment
CN107229055A (en)*2017-05-042017-10-03青岛海信电器股份有限公司Positioning of mobile equipment method and positioning device for mobile equipment

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